lazyppl-1.1.0: test/reference/log-densities.tsv

# Written by test/reference/reference.py with mpmath 1.4.1.
# function	arguments	exact log density, nearest double
poissonLogPmf	1e-320 0	-1e-320
poissonLogPmf	1e-320 1	-736.8272408909739
poissonLogPmf	1e-320 2	-1474.3476289625078
poissonLogPmf	1e-320 10	-7383.376821482814
poissonLogPmf	1e-320 1000000	-749642759.275632
poissonLogPmf	1e-320 1000001	-749643509.9183846
poissonLogPmf	1e-320 10000000000000000	-7.726686023788787e+18
poissonLogPmf	1e-320 9007199254740993	-6.958638258484065e+18
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poissonLogPmf	1e-300 0	-1e-300
poissonLogPmf	1e-300 1	-690.7755278982137
poissonLogPmf	1e-300 2	-1382.2442029769873
poissonLogPmf	1e-300 10	-6922.8596915552125
poissonLogPmf	1e-300 1000000	-703591046.2828718
poissonLogPmf	1e-300 1000001	-703591750.8739114
poissonLogPmf	1e-300 10000000000000000	-7.266168893861185e+18
poissonLogPmf	1e-300 9007199254740993	-6.54384130353613e+18
poissonLogPmf	1e-300 100000000000000000000000000000000	-7.634582508740232e+34
poissonLogPmf	1e-300 10000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000	-9.200340371976183e+102
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poissonLogPmf	1e-10 0	-1e-10
poissonLogPmf	1e-10 1	-23.025850930040455
poissonLogPmf	1e-10 2	-46.744849040540856
poissonLogPmf	1e-10 10	-245.36292187258007
poissonLogPmf	1e-10 1000000	-35841369.31459863
poissonLogPmf	1e-10 1000001	-35841406.15596111
poissonLogPmf	1e-10 10000000000000000	-5.886721241784518e+17
poissonLogPmf	1e-10 9007199254740993	-5.2928691079396e+17
poissonLogPmf	1e-10 100000000000000000000000000000000	-9.570857390574992e+33
poissonLogPmf	1e-10 10000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000	-2.52284360229345e+102
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poissonLogPmf	0.5 0	-0.5
poissonLogPmf	0.5 1	-1.1931471805599454
poissonLogPmf	0.5 2	-2.5794415416798357
poissonLogPmf	0.5 10	-22.535884378674968
poissonLogPmf	0.5 1000000	-13508666.065218115
poissonLogPmf	0.5 1000001	-13508680.573876854
poissonLogPmf	0.5 10000000000000000	-3.653450866846468e+17
poissonLogPmf	0.5 9007199254740993	-3.281317982261885e+17
poissonLogPmf	0.5 100000000000000000000000000000000	-7.337587015636941e+33
poissonLogPmf	0.5 10000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000	-2.299516564799645e+102
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poissonLogPmf	0.5 30000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000	-Infinity
poissonLogPmf	0.5 100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000	-Infinity
poissonLogPmf	1.0 0	-1.0
poissonLogPmf	1.0 1	-1.0
poissonLogPmf	1.0 2	-1.6931471805599454
poissonLogPmf	1.0 10	-16.104412573075514
poissonLogPmf	1.0 1000000	-12815519.384658169
poissonLogPmf	1.0 1000001	-12815533.200169727
poissonLogPmf	1.0 10000000000000000	-3.5841361487904736e+17
poissonLogPmf	1.0 9007199254740993	-3.218884834580231e+17
poissonLogPmf	1.0 100000000000000000000000000000000	-7.268272297580947e+33
poissonLogPmf	1.0 10000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000	-2.2925850929940456e+102
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poissonLogPmf	1.0 30000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000	-Infinity
poissonLogPmf	1.0 100000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000	-Infinity
poissonLogPmf	3.0 0	-3.0
poissonLogPmf	3.0 1	-1.9013877113318902
poissonLogPmf	3.0 2	-1.4959226032237258
poissonLogPmf	3.0 10	-7.1182896863944185
poissonLogPmf	3.0 1000000	-11716909.09599006
poissonLogPmf	3.0 1000001	-11716921.81288933
poissonLogPmf	3.0 10000000000000000	-3.474274919923662e+17
poissonLogPmf	3.0 9007199254740993	-3.1199306367028243e+17
poissonLogPmf	3.0 100000000000000000000000000000000	-7.158411068714136e+33
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poissonLogPmf	3.0 30000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000	-Infinity
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poissonLogPmf	3.0 3	-1.4959226032237258
poissonLogPmf	3.0 4	-1.7836046756755068
poissonLogPmf	3.0 6	-2.987577480001443
poissonLogPmf	10.0 0	-10.0
poissonLogPmf	10.0 1	-7.697414907005954
poissonLogPmf	10.0 2	-6.087976994571854
poissonLogPmf	10.0 10	-2.0785616431350586
poissonLogPmf	10.0 1000000	-10512943.291664124
poissonLogPmf	10.0 1000001	-10512954.804590588
poissonLogPmf	10.0 10000000000000000	-3.353877639491069e+17
poissonLogPmf	10.0 9007199254740993	-3.0114864072442944e+17
poissonLogPmf	10.0 100000000000000000000000000000000	-7.038013788281542e+33
poissonLogPmf	10.0 10000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000	-2.269559242064105e+102
poissonLogPmf	10.0 1000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000	-6.874729428052197e+302
poissonLogPmf	10.0 30000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000	-Infinity
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poissonLogPmf	10.0 9	-2.0785616431350586
poissonLogPmf	10.0 11	-2.1738718229393834
poissonLogPmf	10.0 19	-5.590767420312626
poissonLogPmf	1000000.0 0	-1000000.0
poissonLogPmf	1000000.0 1	-999986.184489442
poissonLogPmf	1000000.0 2	-999973.0621260647
poissonLogPmf	1000000.0 10	-999876.9493069934
poissonLogPmf	1000000.0 1000000	-7.826693895520143
poissonLogPmf	1000000.0 1000001	-7.826694895519643
poissonLogPmf	1000000.0 10000000000000000	-2.2025850930040458e+17
poissonLogPmf	1000000.0 9007199254740993	-1.9744942705746096e+17
poissonLogPmf	1000000.0 100000000000000000000000000000000	-5.886721241784518e+33
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poissonLogPmf	1000000.0 30000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000	-Infinity
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poissonLogPmf	1000000.0 997000	-12.329698403435097
poissonLogPmf	1000000.0 999999	-7.826693895520143
poissonLogPmf	1000000.0 1003000	-12.323698387635039
poissonLogPmf	1e+16 0	-1e+16
poissonLogPmf	1e+16 1	-9999999999999964.0
poissonLogPmf	1e+16 2	-9999999999999928.0
poissonLogPmf	1e+16 10	-9999999999999646.0
poissonLogPmf	1e+16 1000000	-9999999975974156.0
poissonLogPmf	1e+16 1000001	-9999999975974134.0
poissonLogPmf	1e+16 10000000000000000	-19.339619277157038
poissonLogPmf	1e+16 9007199254740993	-50999720524088.54
poissonLogPmf	1e+16 100000000000000000000000000000000	-3.584136148790473e+33
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poissonLogPmf	1e+16 9999999700000000	-23.83961930715704
poissonLogPmf	1e+16 9999999999999999	-19.339619277157038
poissonLogPmf	1e+16 10000000000000001	-19.339619277157038
poissonLogPmf	1e+16 10000000300000000	-23.83961924715704
poissonLogPmf	1e+32 0	-1e+32
poissonLogPmf	1e+32 1	-1e+32
poissonLogPmf	1e+32 2	-1e+32
poissonLogPmf	1e+32 10	-1e+32
poissonLogPmf	1e+32 1000000	-1e+32
poissonLogPmf	1e+32 1000001	-1e+32
poissonLogPmf	1e+32 10000000000000000	-9.999999999999963e+31
poissonLogPmf	1e+32 9007199254740993	-9.999999999999966e+31
poissonLogPmf	1e+32 100000000000000000000000000000000	-37.90427850512871
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poissonLogPmf	1e+32 99999999999999975366162204393472	-42.2603000211094
poissonLogPmf	1e+32 100000000000000005366162204393471	-37.7603000211094
poissonLogPmf	1e+32 100000000000000005366162204393472	-37.7603000211094
poissonLogPmf	1e+32 100000000000000005366162204393473	-37.7603000211094
poissonLogPmf	1e+32 100000000000000035366162204393472	-42.2603000211094
poissonLogPmf	1e+100 0	-1e+100
poissonLogPmf	1e+100 1	-1e+100
poissonLogPmf	1e+100 2	-1e+100
poissonLogPmf	1e+100 10	-1e+100
poissonLogPmf	1e+100 1000000	-1e+100
poissonLogPmf	1e+100 1000001	-1e+100
poissonLogPmf	1e+100 10000000000000000	-1e+100
poissonLogPmf	1e+100 9007199254740993	-1e+100
poissonLogPmf	1e+100 100000000000000000000000000000000	-1e+100
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poissonLogPmf	1e+100 10000000000000000159028911097599180468360808563944981389781327557745453338503917073115928396690188965	-120.54819318290696
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poissonLogPmf	1e+300 0	-1e+300
poissonLogPmf	1e+300 1	-1e+300
poissonLogPmf	1e+300 2	-1e+300
poissonLogPmf	1e+300 10	-1e+300
poissonLogPmf	1e+300 1000000	-1e+300
poissonLogPmf	1e+300 1000001	-1e+300
poissonLogPmf	1e+300 10000000000000000	-1e+300
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poissonLogPmf	1e+300 1000000000000000052504760255204420248704468581108159154915854115511802457988908195786371375080447864043704443832883878176942523235360430575644792184786706982848387200926575803737830233794788090059368953234970799945081119038967640880074652742780142494579258788820056842838115669472196386865459400540161	-346.30670248231155
poissonLogPmf	1e+300 1000000000000000052504760255204420248704468581108159154915854115511802457988908195786371375080447864043704443832883878176942523235360430575644792184789706982848387201005332944120636863134063599384846067610049074596135073281969079089215025605618031569223092678961272784673703491671082994682440325912880	-350.80670248231155
poissonLogPmf	3e+307 0	-3e+307
poissonLogPmf	3e+307 1	-3e+307
poissonLogPmf	3e+307 2	-3e+307
poissonLogPmf	3e+307 10	-3e+307
poissonLogPmf	3e+307 1000000	-3e+307
poissonLogPmf	3e+307 1000001	-3e+307
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poissonLogPmf	3e+307 9007199254740993	-3e+307
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poissonLogPmf	3e+307 29999999999999998333531599348493850865774979866354987833591944435489734118926205023937106824584340884760409408280650665341030240930446782526054114365850153070209701066048487835703573958790891195463793895486513170874712543319959559957616903615141848547979922603491167024466633992206320339533970484285057007615	-354.91505645212476
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poissonLogPmf	3e+307 29999999999999998333531599348493850865774979866354987833591944435489734118926205023937106824584340884760409408280650665341030240930446782526054114365850153070209701066048487835703573958790891195463793895486513170874712543319959559957616903615141848547979922603491167024466633992206320339533970484285057007617	-354.91505645212476
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poissonLogPmf	1.7976931348623157e+308 179769313486231570814527423731704356798070567525844996598917476803157260780028538760589558632766878171540458953514382464234321326889464182768467546703537476762626120748762216202731531577280688025790324490796525141993463303807615224095399639582755797805378671899053292610781672104781091859216092179717696258051	-360.3102949798967
poissonLogPmf	1.7976931348623157e+308 179769313486231570814527423731704356798070567525844996598917476803157260780028538760589558632766878171540458953514382464234321326889464182768467546703537516986049910576551282076245490090389328944075868508455133942304583236903222948165808559332123348274797826204144723168738177180919299881250404026184124858367	-355.8102949798967
poissonLogPmf	1.7976931348623157e+308 179769313486231570814527423731704356798070567525844996598917476803157260780028538760589558632766878171540458953514382464234321326889464182768467546703537516986049910576551282076245490090389328944075868508455133942304583236903222948165808559332123348274797826204144723168738177180919299881250404026184124858368	-355.8102949798967
poissonLogPmf	1.7976931348623157e+308 179769313486231570814527423731704356798070567525844996598917476803157260780028538760589558632766878171540458953514382464234321326889464182768467546703537516986049910576551282076245490090389328944075868508455133942304583236903222948165808559332123348274797826204144723168738177180919299881250404026184124858369	-355.8102949798967
poissonLogPmf	1.7976931348623157e+308 179769313486231570814527423731704356798070567525844996598917476803157260780028538760589558632766878171540458953514382464234321326889464182768467546703537557209473700404340347949759448603497969862361412526113742742615703169998830672236217479081490898744216980509236153726694682257057507903284715872650553458685	-360.3102949798967
poissonLogPmf	1.25e+307 100000000000000001097906362944045541740492309677311846336810682903157585404911491537163328978494688899061249669721172515611590283743140088328307009198146046031271664502933027185697489699588559043338384466165001178426897626212945177628091195786707458122783970171784415105291802893207873272974885715430223118336	-1.204441541679836e+308
poissonLogPmf	1e+308 200000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000	-3.8629436111989063e+307
poissonLogPmf	1.7976931348623157e+308 179769313486231590772930519078902473361797697894230657273430081157732675805500963132708477322407536021120113879871393357658789768814416622492847430639474124377767893424865485276302219601246094119453082952085005768838150682342462881473913110540827237163350510684586298239947245938479716304835356329624224137216	-1.1079139325602226e+276
poissonLogPmf	1.7976931348623157e+308 300000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000	-3.340172472128666e+307
gammaLogPdf	1e-300 1e-300 1e-320	46.0517129927602
gammaLogPdf	1e-300 1e-300 1e-300	-1.0
gammaLogPdf	1e-300 1e-300 1e-10	-1e+290
gammaLogPdf	1e-300 1e-300 1.0	-9.999999999999999e+299
gammaLogPdf	1e-300 1e-300 3.0	-3e+300
gammaLogPdf	1e-300 1e-300 10000000000.0	-Infinity
gammaLogPdf	1e-300 1e-300 1e+300	-Infinity
gammaLogPdf	1e-300 1e-300 1e+308	-Infinity
gammaLogPdf	1e-300 1e-10 1e-320	46.0517129927602
gammaLogPdf	1e-300 1e-10 1e-300	-1.000000066717246e-290
gammaLogPdf	1e-300 1e-10 1e-10	-668.7496769682732
gammaLogPdf	1e-300 1e-10 1.0	-10000000690.775528
gammaLogPdf	1e-300 1e-10 3.0	-30000000691.874138
gammaLogPdf	1e-300 1e-10 10000000000.0	-1e+20
gammaLogPdf	1e-300 1e-10 1e+300	-Infinity
gammaLogPdf	1e-300 1e-10 1e+308	-Infinity
gammaLogPdf	1e-300 1.0 1e-320	46.0517129927602
gammaLogPdf	1e-300 1.0 1e-300	-6.911983122333122e-298
gammaLogPdf	1e-300 1.0 1e-10	-667.7496769683733
gammaLogPdf	1e-300 1.0 1.0	-691.7755278982137
gammaLogPdf	1e-300 1.0 3.0	-694.8741401868818
gammaLogPdf	1e-300 1.0 10000000000.0	-10000000713.801378
gammaLogPdf	1e-300 1.0 1e+300	-1e+300
gammaLogPdf	1e-300 1.0 1e+308	-1e+308
gammaLogPdf	1e-300 8.0 1e-320	46.0517129927602
gammaLogPdf	1e-300 8.0 1e-300	-6.92402753774992e-298
gammaLogPdf	1e-300 8.0 1e-10	-667.7496769682857
gammaLogPdf	1e-300 8.0 1.0	-690.9005278982137
gammaLogPdf	1e-300 8.0 3.0	-692.2491401868818
gammaLogPdf	1e-300 8.0 10000000000.0	-1250000713.8013787
gammaLogPdf	1e-300 8.0 1e+300	-1.25e+299
gammaLogPdf	1e-300 8.0 1e+308	-1.25e+307
gammaLogPdf	1e-300 10000000000.0 1e-320	46.0517129927602
gammaLogPdf	1e-300 10000000000.0 1e-300	-7.132241631633527e-298
gammaLogPdf	1e-300 10000000000.0 1e-10	-667.7496769682732
gammaLogPdf	1e-300 10000000000.0 1.0	-690.7755278983137
gammaLogPdf	1e-300 10000000000.0 3.0	-691.8741401871819
gammaLogPdf	1e-300 10000000000.0 10000000000.0	-714.8013788281542
gammaLogPdf	1e-300 10000000000.0 1e+300	-1e+290
gammaLogPdf	1e-300 10000000000.0 1e+308	-1e+298
gammaLogPdf	1e-300 1e+300 1e-320	46.0517129927602
gammaLogPdf	1e-300 1e+300 1e-300	-1.3809738401315259e-297
gammaLogPdf	1e-300 1e+300 1e-10	-667.7496769682732
gammaLogPdf	1e-300 1e+300 1.0	-690.7755278982137
gammaLogPdf	1e-300 1e+300 3.0	-691.8741401868818
gammaLogPdf	1e-300 1e+300 10000000000.0	-713.8013788281542
gammaLogPdf	1e-300 1e+300 1e+300	-1382.5510557964274
gammaLogPdf	1e-300 1e+300 1e+308	-100001399.97173654
gammaLogPdf	1e-10 1e-300 1e-320	713.801389956486
gammaLogPdf	1e-10 1e-300 1e-300	666.749676968331
gammaLogPdf	1e-10 1e-300 1e-10	-1e+290
gammaLogPdf	1e-10 1e-300 1.0	-9.999999999999999e+299
gammaLogPdf	1e-10 1e-300 3.0	-3e+300
gammaLogPdf	1e-10 1e-300 10000000000.0	-Infinity
gammaLogPdf	1e-10 1e-300 1e+300	-Infinity
gammaLogPdf	1e-10 1e-300 1e+308	-Infinity
gammaLogPdf	1e-10 1e-10 1e-320	713.801389889711
gammaLogPdf	1e-10 1e-10 1e-300	667.749676901556
gammaLogPdf	1e-10 1e-10 1e-10	-0.9999999999422784
gammaLogPdf	1e-10 1e-10 1.0	-10000000023.02585
gammaLogPdf	1e-10 1e-10 3.0	-30000000024.124462
gammaLogPdf	1e-10 1e-10 10000000000.0	-1e+20
gammaLogPdf	1e-10 1e-10 1e+300	-Infinity
gammaLogPdf	1e-10 1e-10 1e+308	-Infinity
gammaLogPdf	1e-10 1.0 1e-320	713.8013898874084
gammaLogPdf	1e-10 1.0 1e-300	667.7496768992535
gammaLogPdf	1e-10 1.0 1e-10	-2.344863526512117e-09
gammaLogPdf	1e-10 1.0 1.0	-24.025850929882736
gammaLogPdf	1e-10 1.0 3.0	-27.124463218440983
gammaLogPdf	1e-10 1.0 10000000000.0	-10000000046.051702
gammaLogPdf	1e-10 1.0 1e+300	-1e+300
gammaLogPdf	1e-10 1.0 1e+308	-1e+308
gammaLogPdf	1e-10 8.0 1e-320	713.8013898872005
gammaLogPdf	1e-10 8.0 1e-300	667.7496768990454
gammaLogPdf	1e-10 8.0 1e-10	-2.465307680680101e-09
gammaLogPdf	1e-10 8.0 1.0	-23.15085093009068
gammaLogPdf	1e-10 8.0 3.0	-24.499463218648927
gammaLogPdf	1e-10 8.0 10000000000.0	-1250000046.0517018
gammaLogPdf	1e-10 8.0 1e+300	-1.25e+299
gammaLogPdf	1e-10 8.0 1e+308	-1.25e+307
gammaLogPdf	1e-10 10000000000.0 1e-320	713.8013898851059
gammaLogPdf	1e-10 10000000000.0 1e-300	667.7496768969509
gammaLogPdf	1e-10 10000000000.0 1e-10	-4.547448619516163e-09
gammaLogPdf	1e-10 10000000000.0 1.0	-23.02585093228532
gammaLogPdf	1e-10 10000000000.0 3.0	-24.12446322104357
gammaLogPdf	1e-10 10000000000.0 10000000000.0	-47.05170185982319
gammaLogPdf	1e-10 10000000000.0 1e+300	-1e+290
gammaLogPdf	1e-10 10000000000.0 1e+308	-1e+298
gammaLogPdf	1e-10 1e+300 1e-320	713.8013898183309
gammaLogPdf	1e-10 1e+300 1e-300	667.7496768301759
gammaLogPdf	1e-10 1e+300 1e-10	-7.132241631633349e-08
gammaLogPdf	1e-10 1e+300 1.0	-23.025850998960287
gammaLogPdf	1e-10 1e+300 3.0	-24.124463287518537
gammaLogPdf	1e-10 1e+300 10000000000.0	-46.05170192659816
gammaLogPdf	1e-10 1e+300 1e+300	-714.8013788280964
gammaLogPdf	1e-10 1e+300 1e+308	-100000732.22205956
gammaLogPdf	0.5 1e-300 1e-320	713.2290194516692
gammaLogPdf	0.5 1e-300 1e-300	689.203162955289
gammaLogPdf	0.5 1e-300 1e-10	-1e+290
gammaLogPdf	0.5 1e-300 1.0	-9.999999999999999e+299
gammaLogPdf	0.5 1e-300 3.0	-3e+300
gammaLogPdf	0.5 1e-300 10000000000.0	-Infinity
gammaLogPdf	0.5 1e-300 1e+300	-Infinity
gammaLogPdf	0.5 1e-300 1e+308	-Infinity
gammaLogPdf	0.5 1e-10 1e-320	379.3541809675325
gammaLogPdf	0.5 1e-10 1e-300	356.32832447115237
gammaLogPdf	0.5 1e-10 1e-10	21.453485987015757
gammaLogPdf	0.5 1e-10 1.0	-9999999989.059439
gammaLogPdf	0.5 1e-10 3.0	-29999999989.608746
gammaLogPdf	0.5 1e-10 10000000000.0	-1e+20
gammaLogPdf	0.5 1e-10 1e+300	-Infinity
gammaLogPdf	0.5 1e-10 1e+308	-Infinity
gammaLogPdf	0.5 1.0 1e-320	367.84125550256226
gammaLogPdf	0.5 1.0 1e-300	344.81539900618213
gammaLogPdf	0.5 1.0 1e-10	10.940560521945528
gammaLogPdf	0.5 1.0 1.0	-1.5723649429247002
gammaLogPdf	0.5 1.0 3.0	-4.121671087258755
gammaLogPdf	0.5 1.0 10000000000.0	-10000000012.08529
gammaLogPdf	0.5 1.0 1e+300	-1e+300
gammaLogPdf	0.5 1.0 1e+308	-1e+308
gammaLogPdf	0.5 8.0 1e-320	366.8015347317223
gammaLogPdf	0.5 8.0 1e-300	343.77567823534224
gammaLogPdf	0.5 8.0 1e-10	9.90083975119311
gammaLogPdf	0.5 8.0 1.0	-1.737085713764618
gammaLogPdf	0.5 8.0 3.0	-2.536391858098673
gammaLogPdf	0.5 8.0 10000000000.0	-1250000013.1250112
gammaLogPdf	0.5 8.0 1e+300	-1.25e+299
gammaLogPdf	0.5 8.0 1e+308	-1.25e+307
gammaLogPdf	0.5 10000000000.0 1e-320	356.328330037592
gammaLogPdf	0.5 10000000000.0 1e-300	333.3024735412119
gammaLogPdf	0.5 10000000000.0 1e-10	-0.5723649429247001
gammaLogPdf	0.5 10000000000.0 1.0	-12.085290407994929
gammaLogPdf	0.5 10000000000.0 3.0	-12.634596552528983
gammaLogPdf	0.5 10000000000.0 10000000000.0	-24.598215872865158
gammaLogPdf	0.5 10000000000.0 1e+300	-1e+290
gammaLogPdf	0.5 10000000000.0 1e+308	-1e+298
gammaLogPdf	0.5 1e+300 1e-320	22.4534915534554
gammaLogPdf	0.5 1e+300 1e-300	-0.5723649429247001
gammaLogPdf	0.5 1e+300 1e-10	-334.4472034270613
gammaLogPdf	0.5 1e+300 1.0	-345.96012889203155
gammaLogPdf	0.5 1e+300 3.0	-346.50943503636563
gammaLogPdf	0.5 1e+300 10000000000.0	-357.4730543570018
gammaLogPdf	0.5 1e+300 1e+300	-692.3478928411384
gammaLogPdf	0.5 1e+300 1e+308	-100000700.55823322
gammaLogPdf	1.0 1e-300 1e-320	690.7755278982137
gammaLogPdf	1.0 1e-300 1e-300	689.7755278982137
gammaLogPdf	1.0 1e-300 1e-10	-1e+290
gammaLogPdf	1.0 1e-300 1.0	-9.999999999999999e+299
gammaLogPdf	1.0 1e-300 3.0	-3e+300
gammaLogPdf	1.0 1e-300 10000000000.0	-Infinity
gammaLogPdf	1.0 1e-300 1e+300	-Infinity
gammaLogPdf	1.0 1e-300 1e+308	-Infinity
gammaLogPdf	1.0 1e-10 1e-320	23.025850929940457
gammaLogPdf	1.0 1e-10 1e-300	23.025850929940457
gammaLogPdf	1.0 1e-10 1e-10	22.025850929940457
gammaLogPdf	1.0 1e-10 1.0	-9999999976.974148
gammaLogPdf	1.0 1e-10 3.0	-29999999976.974148
gammaLogPdf	1.0 1e-10 10000000000.0	-1e+20
gammaLogPdf	1.0 1e-10 1e+300	-Infinity
gammaLogPdf	1.0 1e-10 1e+308	-Infinity
gammaLogPdf	1.0 1.0 1e-320	-1e-320
gammaLogPdf	1.0 1.0 1e-300	-1e-300
gammaLogPdf	1.0 1.0 1e-10	-1e-10
gammaLogPdf	1.0 1.0 1.0	-1.0
gammaLogPdf	1.0 1.0 3.0	-3.0
gammaLogPdf	1.0 1.0 10000000000.0	-10000000000.0
gammaLogPdf	1.0 1.0 1e+300	-1e+300
gammaLogPdf	1.0 1.0 1e+308	-1e+308
gammaLogPdf	1.0 8.0 1e-320	-2.0794415416798357
gammaLogPdf	1.0 8.0 1e-300	-2.0794415416798357
gammaLogPdf	1.0 8.0 1e-10	-2.079441541692336
gammaLogPdf	1.0 8.0 1.0	-2.2044415416798357
gammaLogPdf	1.0 8.0 3.0	-2.4544415416798357
gammaLogPdf	1.0 8.0 10000000000.0	-1250000002.0794415
gammaLogPdf	1.0 8.0 1e+300	-1.25e+299
gammaLogPdf	1.0 8.0 1e+308	-1.25e+307
gammaLogPdf	1.0 10000000000.0 1e-320	-23.025850929940457
gammaLogPdf	1.0 10000000000.0 1e-300	-23.025850929940457
gammaLogPdf	1.0 10000000000.0 1e-10	-23.025850929940457
gammaLogPdf	1.0 10000000000.0 1.0	-23.025850930040455
gammaLogPdf	1.0 10000000000.0 3.0	-23.025850930240455
gammaLogPdf	1.0 10000000000.0 10000000000.0	-24.025850929940457
gammaLogPdf	1.0 10000000000.0 1e+300	-1e+290
gammaLogPdf	1.0 10000000000.0 1e+308	-1e+298
gammaLogPdf	1.0 1e+300 1e-320	-690.7755278982137
gammaLogPdf	1.0 1e+300 1e-300	-690.7755278982137
gammaLogPdf	1.0 1e+300 1e-10	-690.7755278982137
gammaLogPdf	1.0 1e+300 1.0	-690.7755278982137
gammaLogPdf	1.0 1e+300 3.0	-690.7755278982137
gammaLogPdf	1.0 1e+300 10000000000.0	-690.7755278982137
gammaLogPdf	1.0 1e+300 1e+300	-691.7755278982137
gammaLogPdf	1.0 1e+300 1e+308	-100000690.7755279
gammaLogPdf	2.0 1e-300 1e-320	644.7238149054535
gammaLogPdf	2.0 1e-300 1e-300	689.7755278982137
gammaLogPdf	2.0 1e-300 1e-10	-1e+290
gammaLogPdf	2.0 1e-300 1.0	-9.999999999999999e+299
gammaLogPdf	2.0 1e-300 3.0	-3e+300
gammaLogPdf	2.0 1e-300 10000000000.0	-Infinity
gammaLogPdf	2.0 1e-300 1e+300	-Infinity
gammaLogPdf	2.0 1e-300 1e+308	-Infinity
gammaLogPdf	2.0 1e-10 1e-320	-690.775539031093
gammaLogPdf	2.0 1e-10 1e-300	-644.7238260383328
gammaLogPdf	2.0 1e-10 1e-10	22.025850929940457
gammaLogPdf	2.0 1e-10 1.0	-9999999953.948298
gammaLogPdf	2.0 1e-10 3.0	-29999999952.849686
gammaLogPdf	2.0 1e-10 10000000000.0	-1e+20
gammaLogPdf	2.0 1e-10 1e+300	-Infinity
gammaLogPdf	2.0 1e-10 1e+308	-Infinity
gammaLogPdf	2.0 1.0 1e-320	-736.8272408909739
gammaLogPdf	2.0 1.0 1e-300	-690.7755278982137
gammaLogPdf	2.0 1.0 1e-10	-23.025850930040455
gammaLogPdf	2.0 1.0 1.0	-1.0
gammaLogPdf	2.0 1.0 3.0	-1.9013877113318902
gammaLogPdf	2.0 1.0 10000000000.0	-9999999976.97415
gammaLogPdf	2.0 1.0 1e+300	-1e+300
gammaLogPdf	2.0 1.0 1e+308	-1e+308
gammaLogPdf	2.0 8.0 1e-320	-740.9861239743336
gammaLogPdf	2.0 8.0 1e-300	-694.9344109815734
gammaLogPdf	2.0 8.0 1e-10	-27.184734013312628
gammaLogPdf	2.0 8.0 1.0	-4.2838830833596715
gammaLogPdf	2.0 8.0 3.0	-3.4352707946915624
gammaLogPdf	2.0 8.0 10000000000.0	-1249999981.133032
gammaLogPdf	2.0 8.0 1e+300	-1.25e+299
gammaLogPdf	2.0 8.0 1e+308	-1.25e+307
gammaLogPdf	2.0 10000000000.0 1e-320	-782.8789427508548
gammaLogPdf	2.0 10000000000.0 1e-300	-736.8272297580946
gammaLogPdf	2.0 10000000000.0 1e-10	-69.07755278982137
gammaLogPdf	2.0 10000000000.0 1.0	-46.051701859980916
gammaLogPdf	2.0 10000000000.0 3.0	-44.953089571512805
gammaLogPdf	2.0 10000000000.0 10000000000.0	-24.025850929940457
gammaLogPdf	2.0 10000000000.0 1e+300	-1e+290
gammaLogPdf	2.0 10000000000.0 1e+308	-1e+298
gammaLogPdf	2.0 1e+300 1e-320	-2118.3782966874014
gammaLogPdf	2.0 1e+300 1e-300	-2072.326583694641
gammaLogPdf	2.0 1e+300 1e-10	-1404.576906726368
gammaLogPdf	2.0 1e+300 1.0	-1381.5510557964274
gammaLogPdf	2.0 1e+300 3.0	-1380.4524435077592
gammaLogPdf	2.0 1e+300 10000000000.0	-1358.525204866487
gammaLogPdf	2.0 1e+300 1e+300	-691.7755278982137
gammaLogPdf	2.0 1e+300 1e+308	-100000672.35484715
gammaLogPdf	1000.0 1e-300 1e-320	-51220.10617507841
gammaLogPdf	1000.0 1e-300 1e-300	-5215.444895310968
gammaLogPdf	1000.0 1e-300 1e-10	-1e+290
gammaLogPdf	1000.0 1e-300 1.0	-9.999999999999999e+299
gammaLogPdf	1000.0 1e-300 3.0	-3e+300
gammaLogPdf	1000.0 1e-300 10000000000.0	-Infinity
gammaLogPdf	1000.0 1e-300 1e+300	-Infinity
gammaLogPdf	1000.0 1e-300 1e+308	-Infinity
gammaLogPdf	1000.0 1e-10 1e-320	-718969.7831433517
gammaLogPdf	1000.0 1e-10 1e-300	-672964.1218635843
gammaLogPdf	1000.0 1e-10 1e-10	-5883.194572279241
gammaLogPdf	1000.0 1e-10 1.0	-9999982879.369493
gammaLogPdf	1000.0 1e-10 3.0	-29999981781.855816
gammaLogPdf	1000.0 1e-10 10000000000.0	-9.999999999999995e+19
gammaLogPdf	1000.0 1e-10 1e+300	-Infinity
gammaLogPdf	1000.0 1e-10 1e+308	-Infinity
gammaLogPdf	1000.0 1.0 1e-320	-741995.6340732921
gammaLogPdf	1000.0 1.0 1e-300	-695989.9727935246
gammaLogPdf	1000.0 1.0 1e-10	-28908.045502219797
gammaLogPdf	1000.0 1.0 1.0	-5906.220423209181
gammaLogPdf	1000.0 1.0 3.0	-4810.70674682974
gammaLogPdf	1000.0 1.0 10000000000.0	-9999982902.395344
gammaLogPdf	1000.0 1.0 1e+300	-1e+300
gammaLogPdf	1000.0 1.0 1e+308	-1e+308
gammaLogPdf	1000.0 8.0 1e-320	-744075.0756149719
gammaLogPdf	1000.0 8.0 1e-300	-698069.4143352045
gammaLogPdf	1000.0 8.0 1e-10	-30987.487043899546
gammaLogPdf	1000.0 8.0 1.0	-7984.786964889017
gammaLogPdf	1000.0 8.0 3.0	-6887.523288509576
gammaLogPdf	1000.0 8.0 10000000000.0	-1249984981.836886
gammaLogPdf	1000.0 8.0 1e+300	-1.25e+299
gammaLogPdf	1000.0 8.0 1e+308	-1.25e+307
gammaLogPdf	1000.0 10000000000.0 1e-320	-765021.4850032326
gammaLogPdf	1000.0 10000000000.0 1e-300	-719015.8237234651
gammaLogPdf	1000.0 10000000000.0 1e-10	-51933.89643216015
gammaLogPdf	1000.0 10000000000.0 1.0	-28931.07135314974
gammaLogPdf	1000.0 10000000000.0 3.0	-27833.557676770495
gammaLogPdf	1000.0 10000000000.0 10000000000.0	-5929.246274139122
gammaLogPdf	1000.0 10000000000.0 1e+300	-1e+290
gammaLogPdf	1000.0 10000000000.0 1e+308	-1e+298
gammaLogPdf	1000.0 1e+300 1e-320	-1432771.1619715057
gammaLogPdf	1000.0 1e+300 1e-300	-1386765.5006917384
gammaLogPdf	1000.0 1e+300 1e-10	-719683.5734004334
gammaLogPdf	1000.0 1e+300 1.0	-696680.7483214228
gammaLogPdf	1000.0 1e+300 3.0	-695583.2346450435
gammaLogPdf	1000.0 1e+300 10000000000.0	-673677.9232424124
gammaLogPdf	1000.0 1e+300 1e+300	-6596.995951107395
gammaLogPdf	1000.0 1e+300 1e+308	-99988193.7358879
gammaLogPdf	1e+16 1e-300 1e-320	-8.189307448066486e+17
gammaLogPdf	1e+16 1e-300 1e-300	-3.584136148790466e+17
gammaLogPdf	1e+16 1e-300 1e-10	-1e+290
gammaLogPdf	1e+16 1e-300 1.0	-9.999999999999999e+299
gammaLogPdf	1e+16 1e-300 3.0	-3e+300
gammaLogPdf	1e+16 1e-300 10000000000.0	-Infinity
gammaLogPdf	1e+16 1e-300 1e+300	-Infinity
gammaLogPdf	1e+16 1e-300 1e+308	-Infinity
gammaLogPdf	1e+16 1e-10 1e-320	-7.496427514489381e+18
gammaLogPdf	1e+16 1e-10 1e-300	-7.035910384561779e+18
gammaLogPdf	1e+16 1e-10 1e-10	-3.584136148790473e+17
gammaLogPdf	1e+16 1e-10 1.0	-1.2815511557964272e+17
gammaLogPdf	1e+16 1e-10 3.0	-1.1716901269296163e+17
gammaLogPdf	1e+16 1e-10 10000000000.0	-9.989789659628023e+19
gammaLogPdf	1e+16 1e-10 1e+300	-Infinity
gammaLogPdf	1e+16 1e-10 1e+308	-Infinity
gammaLogPdf	1e+16 1.0 1e-320	-7.726686023788786e+18
gammaLogPdf	1e+16 1.0 1e-300	-7.266168893861183e+18
gammaLogPdf	1e+16 1.0 1e-10	-5.886721241784518e+17
gammaLogPdf	1e+16 1.0 1.0	-3.584136148790473e+17
gammaLogPdf	1e+16 1.0 3.0	-3.474274919923662e+17
gammaLogPdf	1e+16 1.0 10000000000.0	-1.2815511557964275e+17
gammaLogPdf	1e+16 1.0 1e+300	-1e+300
gammaLogPdf	1e+16 1.0 1e+308	-1e+308
gammaLogPdf	1e+16 8.0 1e-320	-7.747480439205584e+18
gammaLogPdf	1e+16 8.0 1e-300	-7.286963309277982e+18
gammaLogPdf	1e+16 8.0 1e-10	-6.094665395952502e+17
gammaLogPdf	1e+16 8.0 1.0	-3.792080302958456e+17
gammaLogPdf	1e+16 8.0 3.0	-3.6822190740916454e+17
gammaLogPdf	1e+16 8.0 10000000000.0	-1.4894952224644112e+17
gammaLogPdf	1e+16 8.0 1e+300	-1.25e+299
gammaLogPdf	1e+16 8.0 1e+308	-1.25e+307
gammaLogPdf	1e+16 10000000000.0 1e-320	-7.95694453308819e+18
gammaLogPdf	1e+16 10000000000.0 1e-300	-7.496427403160588e+18
gammaLogPdf	1e+16 10000000000.0 1e-10	-8.189306334778564e+17
gammaLogPdf	1e+16 10000000000.0 1.0	-5.886721241784518e+17
gammaLogPdf	1e+16 10000000000.0 3.0	-5.776860012917708e+17
gammaLogPdf	1e+16 10000000000.0 10000000000.0	-3.584136148790473e+17
gammaLogPdf	1e+16 10000000000.0 1e+300	-1e+290
gammaLogPdf	1e+16 10000000000.0 1e+308	-1e+298
gammaLogPdf	1e+16 1e+300 1e-320	-1.4634441302770924e+19
gammaLogPdf	1e+16 1e+300 1e-300	-1.4173924172843321e+19
gammaLogPdf	1e+16 1e+300 1e-10	-7.496427403160589e+18
gammaLogPdf	1e+16 1e+300 1.0	-7.266168893861185e+18
gammaLogPdf	1e+16 1e+300 3.0	-7.255182770974503e+18
gammaLogPdf	1e+16 1e+300 10000000000.0	-7.03591038456178e+18
gammaLogPdf	1e+16 1e+300 1e+300	-3.58413614879048e+17
gammaLogPdf	1e+16 1e+300 1e+308	-1.7420680753952435e+17
gammaLogPdf	1e+300 1e-300 1e-320	-7.35827240890974e+302
gammaLogPdf	1e+300 1e-300 1e-300	-6.897755278982137e+302
gammaLogPdf	1e+300 1e-300 1e-10	-2.2025850930040457e+301
gammaLogPdf	1e+300 1e-300 1.0	-3.0080755755517464e+267
gammaLogPdf	1e+300 1e-300 3.0	-9.013877113318902e+299
gammaLogPdf	1e+300 1e-300 10000000000.0	-Infinity
gammaLogPdf	1e+300 1e-300 1e+300	-Infinity
gammaLogPdf	1e+300 1e-300 1e+308	-Infinity
gammaLogPdf	1e+300 1e-10 1e-320	-1.4035769178592473e+303
gammaLogPdf	1e+300 1e-10 1e-300	-1.357525204866487e+303
gammaLogPdf	1e+300 1e-10 1e-10	-6.897755278982137e+302
gammaLogPdf	1e+300 1e-10 1.0	-6.667496769682733e+302
gammaLogPdf	1e+300 1e-10 3.0	-6.656510646796052e+302
gammaLogPdf	1e+300 1e-10 10000000000.0	-6.437238260383328e+302
gammaLogPdf	1e+300 1e-10 1e+300	-Infinity
gammaLogPdf	1e+300 1e-10 1e+308	-Infinity
gammaLogPdf	1e+300 1.0 1e-320	-1.4266027687891878e+303
gammaLogPdf	1e+300 1.0 1e-300	-1.3805510557964276e+303
gammaLogPdf	1e+300 1.0 1e-10	-7.128013788281542e+302
gammaLogPdf	1e+300 1.0 1.0	-6.897755278982137e+302
gammaLogPdf	1e+300 1.0 3.0	-6.886769156095456e+302
gammaLogPdf	1e+300 1.0 10000000000.0	-6.667496769682733e+302
gammaLogPdf	1e+300 1.0 1e+300	-346.30670248231155
gammaLogPdf	1e+300 1.0 1e+308	-9.999998057931926e+307
gammaLogPdf	1e+300 8.0 1e-320	-1.4286822103308674e+303
gammaLogPdf	1e+300 8.0 1e-300	-1.3826304973381075e+303
gammaLogPdf	1e+300 8.0 1e-10	-7.14880820369834e+302
gammaLogPdf	1e+300 8.0 1.0	-6.918549694398936e+302
gammaLogPdf	1e+300 8.0 3.0	-6.907563571512255e+302
gammaLogPdf	1e+300 8.0 10000000000.0	-6.688291185099531e+302
gammaLogPdf	1e+300 8.0 1e+300	-1.204441541679836e+300
gammaLogPdf	1e+300 8.0 1e+308	-1.2499982658760797e+307
gammaLogPdf	1e+300 10000000000.0 1e-320	-1.449628619719128e+303
gammaLogPdf	1e+300 10000000000.0 1e-300	-1.403576906726368e+303
gammaLogPdf	1e+300 10000000000.0 1e-10	-7.358272297580946e+302
gammaLogPdf	1e+300 10000000000.0 1.0	-7.128013788281542e+302
gammaLogPdf	1e+300 10000000000.0 3.0	-7.117027665394861e+302
gammaLogPdf	1e+300 10000000000.0 10000000000.0	-6.897755278982137e+302
gammaLogPdf	1e+300 10000000000.0 1e+300	-2.2025850930040457e+301
gammaLogPdf	1e+300 10000000000.0 1e+308	-3.6151701859880915e+300
gammaLogPdf	1e+300 1e+300 1e-320	-2.1173782966874015e+303
gammaLogPdf	1e+300 1e+300 1e-300	-2.0713265836946413e+303
gammaLogPdf	1e+300 1e+300 1e-10	-1.403576906726368e+303
gammaLogPdf	1e+300 1e+300 1.0	-1.3805510557964276e+303
gammaLogPdf	1e+300 1e+300 3.0	-1.3794524435077593e+303
gammaLogPdf	1e+300 1e+300 10000000000.0	-1.357525204866487e+303
gammaLogPdf	1e+300 1e+300 1e+300	-6.897755278982137e+302
gammaLogPdf	1e+300 1e+300 1e+308	-6.7135484715426135e+302
gammaLogPdf	1e+308 1e-300 1e-320	-Infinity
gammaLogPdf	1e+308 1e-300 1e-300	-Infinity
gammaLogPdf	1e+308 1e-300 1e-10	-Infinity
gammaLogPdf	1e+308 1e-300 1.0	-Infinity
gammaLogPdf	1e+308 1e-300 3.0	-Infinity
gammaLogPdf	1e+308 1e-300 10000000000.0	-Infinity
gammaLogPdf	1e+308 1e-300 1e+300	-Infinity
gammaLogPdf	1e+308 1e-300 1e+308	-Infinity
gammaLogPdf	1e+308 1e-10 1e-320	-Infinity
gammaLogPdf	1e+308 1e-10 1e-300	-Infinity
gammaLogPdf	1e+308 1e-10 1e-10	-Infinity
gammaLogPdf	1e+308 1e-10 1.0	-Infinity
gammaLogPdf	1e+308 1e-10 3.0	-Infinity
gammaLogPdf	1e+308 1e-10 10000000000.0	-Infinity
gammaLogPdf	1e+308 1e-10 1e+300	-Infinity
gammaLogPdf	1e+308 1e-10 1e+308	-Infinity
gammaLogPdf	1e+308 1.0 1e-320	-Infinity
gammaLogPdf	1e+308 1.0 1e-300	-Infinity
gammaLogPdf	1e+308 1.0 1e-10	-Infinity
gammaLogPdf	1e+308 1.0 1.0	-Infinity
gammaLogPdf	1e+308 1.0 3.0	-Infinity
gammaLogPdf	1e+308 1.0 10000000000.0	-Infinity
gammaLogPdf	1e+308 1.0 1e+300	-Infinity
gammaLogPdf	1e+308 1.0 1e+308	-355.5170428542877
gammaLogPdf	1e+308 8.0 1e-320	-Infinity
gammaLogPdf	1e+308 8.0 1e-300	-Infinity
gammaLogPdf	1e+308 8.0 1e-10	-Infinity
gammaLogPdf	1e+308 8.0 1.0	-Infinity
gammaLogPdf	1e+308 8.0 3.0	-Infinity
gammaLogPdf	1e+308 8.0 10000000000.0	-Infinity
gammaLogPdf	1e+308 8.0 1e+300	-Infinity
gammaLogPdf	1e+308 8.0 1e+308	-1.204441541679836e+308
gammaLogPdf	1e+308 10000000000.0 1e-320	-Infinity
gammaLogPdf	1e+308 10000000000.0 1e-300	-Infinity
gammaLogPdf	1e+308 10000000000.0 1e-10	-Infinity
gammaLogPdf	1e+308 10000000000.0 1.0	-Infinity
gammaLogPdf	1e+308 10000000000.0 3.0	-Infinity
gammaLogPdf	1e+308 10000000000.0 10000000000.0	-Infinity
gammaLogPdf	1e+308 10000000000.0 1e+300	-Infinity
gammaLogPdf	1e+308 10000000000.0 1e+308	-Infinity
gammaLogPdf	1e+308 1e+300 1e-320	-Infinity
gammaLogPdf	1e+308 1e+300 1e-300	-Infinity
gammaLogPdf	1e+308 1e+300 1e-10	-Infinity
gammaLogPdf	1e+308 1e+300 1.0	-Infinity
gammaLogPdf	1e+308 1e+300 3.0	-Infinity
gammaLogPdf	1e+308 1e+300 10000000000.0	-Infinity
gammaLogPdf	1e+308 1e+300 1e+300	-Infinity
gammaLogPdf	1e+308 1e+300 1e+308	-Infinity
gammaLogPdf	3e+307 1.0 3e+307	-354.91505645212476
gammaLogPdf	1e+16 1.0 1e+16	-19.339619277157038
gammaLogPdf	1000000.0 3.0 3001497.0	-9.050264158057011
gammaLogPdf	1000000.0 3.0 3008997.0	-13.416330367774304
gammaLogPdf	1000000.0 3.0 3089997.0	-450.1234967288588
gammaLogPdf	1000000.0 1e-07 0.1000499	8.166443781569411
gammaLogPdf	1000000.0 1e-07 0.1002999	3.800377571852068
gammaLogPdf	1000000.0 1e-07 0.10299989999999999	-432.90678878923126
gammaLogPdf	100000000.0 3.0 300014997.0	-11.352887024421792
gammaLogPdf	100000000.0 3.0 300089997.0	-15.726991437115718
gammaLogPdf	100000000.0 3.0 300899997.0	-460.3299158238617
gammaLogPdf	100000000.0 1e-07 10.0004999	5.863820915204689
gammaLogPdf	100000000.0 1e-07 10.002999899999999	1.4897165025125185
gammaLogPdf	100000000.0 1e-07 10.0299999	-443.1132078842479
gammaLogPdf	1000000000000.0 3.0 3000001499997.0	-15.958061338170113
gammaLogPdf	1000000000000.0 3.0 3000008999997.0	-20.33305237986139
gammaLogPdf	1000000000000.0 3.0 3000089999997.0	-465.8240615827818
gammaLogPdf	1000000000000.0 1e-07 100000.0499999	1.2586466014229452
gammaLogPdf	1000000000000.0 1e-07 100000.2999999	-3.1163444404351837
gammaLogPdf	1000000000000.0 1e-07 100002.9999999	-448.60735364428444
gammaLogPdf	1e+20 3.0 3.00000000015e+20	-25.168401931059137
gammaLogPdf	1e+20 3.0 3.0000000009e+20	-29.54340164881324
gammaLogPdf	1e+20 3.0 3.000000009e+20	-475.04339061481335
gammaLogPdf	1e+20 1e-07 10000000000500.0	-7.951694038492186
gammaLogPdf	1e+20 1e-07 10000000003000.0	-12.326695169143557
gammaLogPdf	1e+20 1e-07 10000000030000.0	-457.82670649075334
gammaLogPdf	1e+100 3.0 3.0000000000000002e+100	-2.0966457915675227e+67
gammaLogPdf	1e+100 1e-07 9.999999999999999e+92	-9.273313580328196e+66
gammaLogPdf	1e+300 3.0 3e+300	-347.40531477097966
gammaLogPdf	1e+300 1e-07 1e+293	-3.4138078564623964e+267
gammaLogPdf	1e+308 0.5 1e+308	-3.068528194400547e+307
gammaLogPdf	1.7976931348623157e+308 0.9 1.7976931348623157e+308	-1.0337805967740544e+306
binomialLogPmf	1000000 0.3 300229	-7.1714295530382834
binomialLogPmf	1000000 0.3 301375	-11.545243668890667
binomialLogPmf	1000000 0.3 313748	-453.2646667241673
binomialLogPmf	1000000 0.3333333333333333 333569	-7.199779532268193
binomialLogPmf	1000000 0.3333333333333333 334748	-11.57541986376123
binomialLogPmf	1000000 0.3333333333333333 347475	-453.9723562039675
binomialLogPmf	1000000 0.7 700229	-7.171029671136002
binomialLogPmf	1000000 0.7 701375	-11.550484393532368
binomialLogPmf	1000000 0.7 713748	-461.1006272261187
binomialLogPmf	100000000 0.3 30002291	-9.473943629037977
binomialLogPmf	100000000 0.3 30013748	-13.848871875365694
binomialLogPmf	100000000 0.3 30137477	-458.9568814961119
binomialLogPmf	100000000 0.3333333333333333 33335690	-9.502218660753702
binomialLogPmf	100000000 0.3333333333333333 33347475	-13.87672971329175
binomialLogPmf	100000000 0.3333333333333333 33474755	-459.0630810415389
binomialLogPmf	100000000 0.7 70002291	-9.473903626537627
binomialLogPmf	100000000 0.7 70013748	-13.849395639923548
binomialLogPmf	100000000 0.7 70137477	-459.7398484770338
binomialLogPmf	1000000000000 0.3 300000229129	-14.07912565194162
binomialLogPmf	1000000000000 0.3 300001374773	-18.45412450690076
binomialLogPmf	1000000000000 0.3 300013747727	-463.95020495130643
binomialLogPmf	1000000000000 0.3333333333333333 333333569036	-14.107410985762112
binomialLogPmf	1000000000000 0.3333333333333333 333334747547	-18.48240893530264
binomialLogPmf	1000000000000 0.3333333333333333 333347475469	-463.9792418531137
binomialLogPmf	1000000000000 0.7 700000229129	-14.07912525191152
binomialLogPmf	1000000000000 0.7 700001374773	-18.454129744352613
binomialLogPmf	1000000000000 0.7 700013747727	-463.95803461124905
binomialLogPmf	4611686018427387904 0.3 1383505806020266752	-21.75117731417441
binomialLogPmf	4611686018427387904 0.3 1383505808480518144	-26.126176989409267
binomialLogPmf	4611686018427387904 0.3 1383505835051235328	-471.6261722654867
binomialLogPmf	4611686018427387904 0.3333333333333333 1537228673315296000	-21.779462449045155
binomialLogPmf	4611686018427387904 0.3333333333333333 1537228675846129664	-26.154462277158586
binomialLogPmf	4611686018427387904 0.3333333333333333 1537228703179134208	-471.65446072541033
binomialLogPmf	4611686018427387904 0.7 3228180213391221760	-21.751177313988112
binomialLogPmf	4611686018427387904 0.7 3228180215851473408	-26.12617777225604
binomialLogPmf	4611686018427387904 0.7 3228180242422190592	-471.6261837155351
betaLogPdf	1000000.0 3000000.0 0.25010812816187894	7.393976318752116
betaLogPdf	1000000.0 3000000.0 0.250649393971586	3.0241384592752447
betaLogPdf	1000000.0 3000000.0 0.25649506471642214	-437.40054347656167
betaLogPdf	100000000.0 300000000.0 0.2500108240675338	9.696539642936788
betaLogPdf	100000000.0 300000000.0 0.2500649506552027	5.3220567527676375
betaLogPdf	100000000.0 300000000.0 0.25064951780202643	-439.660024561218
betaLogPdf	1000000000000.0 1000000000005.0 0.5000001767754453	13.811292795621233
betaLogPdf	1000000000000.0 1000000000005.0 0.5000010606589218	9.436292795385551
betaLogPdf	1000000000000.0 1000000000005.0 0.5000106066004678	-436.06370730738394
betaLogPdf	1e+100 2e+100 0.3333333333333333	-2.3111159332646832e+67
betaLogPdf	1e+300 3e+300 0.25	345.99896081324795
betaLogPdf	1e-300 1e-300 1e-300	-0.6931471805599453
betaLogPdf	1e-300 1e-300 1e-20	-645.4169732188927
betaLogPdf	1e-300 1e-300 1.1102230246251565e-16	-654.7318745090965
betaLogPdf	1e-300 1e-300 0.001	-684.5599192994579
betaLogPdf	1e-300 1e-300 0.25	-689.794698645202
betaLogPdf	1e-300 1e-300 0.5	-690.0823807176538
betaLogPdf	1e-300 1e-300 0.75	-689.794698645202
betaLogPdf	1e-300 1e-300 0.9999999999999999	-654.7318745090965
betaLogPdf	1e-300 1e-100 1e-300	-1e-200
betaLogPdf	1e-300 1e-100 1e-20	-644.7238260383328
betaLogPdf	1e-300 1e-100 1.1102230246251565e-16	-654.0387273285367
betaLogPdf	1e-300 1e-100 0.001	-683.866772118898
betaLogPdf	1e-300 1e-100 0.25	-689.1015514646421
betaLogPdf	1e-300 1e-100 0.5	-689.3892335370938
betaLogPdf	1e-300 1e-100 0.75	-689.1015514646421
betaLogPdf	1e-300 1e-100 0.9999999999999999	-654.0387273285367
betaLogPdf	1e-300 1e-10 1e-300	-1.0000000689775528e-290
betaLogPdf	1e-300 1e-10 1e-20	-644.7238260383328
betaLogPdf	1e-300 1e-10 1.1102230246251565e-16	-654.0387273285367
betaLogPdf	1e-300 1e-10 0.001	-683.8667721188981
betaLogPdf	1e-300 1e-10 0.25	-689.1015514646708
betaLogPdf	1e-300 1e-10 0.5	-689.3892335371631
betaLogPdf	1e-300 1e-10 0.75	-689.1015514647806
betaLogPdf	1e-300 1e-10 0.9999999999999999	-654.0387273322103
betaLogPdf	1e-300 0.001 1e-300	-1.6897748841651224e-297
betaLogPdf	1e-300 0.001 1e-20	-644.7238260383328
betaLogPdf	1e-300 0.001 1.1102230246251565e-16	-654.0387273285367
betaLogPdf	1e-300 0.001 0.001	-683.8667731193983
betaLogPdf	1e-300 0.001 0.25	-689.1018391467145
betaLogPdf	1e-300 0.001 0.5	-689.3899266842744
betaLogPdf	1e-300 0.001 0.75	-689.1029377590031
betaLogPdf	1e-300 0.001 0.9999999999999999	-654.0754641291063
betaLogPdf	1e-300 0.5 1e-300	-6.916618222593336e-298
betaLogPdf	1e-300 0.5 1e-20	-644.7238260383328
betaLogPdf	1e-300 0.5 1.1102230246251565e-16	-654.0387273285367
betaLogPdf	1e-300 0.5 0.001	-683.8672723690647
betaLogPdf	1e-300 0.5 0.25	-689.245392500868
betaLogPdf	1e-300 0.5 0.5	-689.7358071273737
betaLogPdf	1e-300 0.5 0.75	-689.794698645202
betaLogPdf	1e-300 0.5 0.9999999999999999	-672.4071276133751
betaLogPdf	1e-300 1.0 1e-300	-6.9077552789821376e-298
betaLogPdf	1e-300 1.0 1e-20	-644.7238260383328
betaLogPdf	1e-300 1.0 1.1102230246251565e-16	-654.0387273285367
betaLogPdf	1e-300 1.0 0.001	-683.8677726192316
betaLogPdf	1e-300 1.0 0.25	-689.3892335370938
betaLogPdf	1e-300 1.0 0.5	-690.0823807176538
betaLogPdf	1e-300 1.0 0.75	-690.487845825762
betaLogPdf	1e-300 1.0 0.9999999999999999	-690.7755278982137
betaLogPdf	1e-300 1.5 1e-300	-6.9066182225933364e-298
betaLogPdf	1e-300 1.5 1e-20	-644.7238260383328
betaLogPdf	1e-300 1.5 1.1102230246251565e-16	-654.0387273285367
betaLogPdf	1e-300 1.5 0.001	-683.8682728693983
betaLogPdf	1e-300 1.5 0.25	-689.5330745733197
betaLogPdf	1e-300 1.5 0.5	-690.4289543079337
betaLogPdf	1e-300 1.5 0.75	-691.1809930063218
betaLogPdf	1e-300 1.5 0.9999999999999999	-709.1439281830523
betaLogPdf	1e-300 2.0 1e-300	-6.9077552789821376e-298
betaLogPdf	1e-300 2.0 1e-20	-644.7238260383328
betaLogPdf	1e-300 2.0 1.1102230246251565e-16	-654.0387273285367
betaLogPdf	1e-300 2.0 0.001	-683.8687731195652
betaLogPdf	1e-300 2.0 0.25	-689.6769156095456
betaLogPdf	1e-300 2.0 0.5	-690.7755278982137
betaLogPdf	1e-300 2.0 0.75	-691.8741401868818
betaLogPdf	1e-300 2.0 0.9999999999999999	-727.5123284678908
betaLogPdf	1e-300 3.0 1e-300	-6.912755278982137e-298
betaLogPdf	1e-300 3.0 1e-20	-644.7238260383328
betaLogPdf	1e-300 3.0 1.1102230246251565e-16	-654.0387273285367
betaLogPdf	1e-300 3.0 0.001	-683.8697736198988
betaLogPdf	1e-300 3.0 0.25	-689.9645976819974
betaLogPdf	1e-300 3.0 0.5	-691.4686750787737
betaLogPdf	1e-300 3.0 0.75	-693.2604345480017
betaLogPdf	1e-300 3.0 0.9999999999999999	-764.2491290375679
betaLogPdf	1e-300 10.0 1e-300	-6.969465596442454e-298
betaLogPdf	1e-300 10.0 1e-20	-644.7238260383328
betaLogPdf	1e-300 10.0 1.1102230246251565e-16	-654.0387273285367
betaLogPdf	1e-300 10.0 0.001	-683.8767771222339
betaLogPdf	1e-300 10.0 0.25	-691.9783721891598
betaLogPdf	1e-300 10.0 0.5	-696.3207053426933
betaLogPdf	1e-300 10.0 0.75	-702.9644950758409
betaLogPdf	1e-300 10.0 0.9999999999999999	-1021.4067330253076
betaLogPdf	1e-300 1000.0 1e-300	-1.6822910570376634e-297
betaLogPdf	1e-300 1000.0 1e-20	-644.7238260383328
betaLogPdf	1e-300 1000.0 1.1102230246251565e-16	-654.0387273285368
betaLogPdf	1e-300 1000.0 0.001	-684.8672724524815
betaLogPdf	1e-300 1000.0 0.25	-976.7836239164229
betaLogPdf	1e-300 1000.0 0.5	-1382.5364140970391
betaLogPdf	1e-300 1000.0 0.75	-2075.3959125845327
betaLogPdf	1e-300 1000.0 0.9999999999999999	-37390.83929700564
betaLogPdf	1e-300 100000000.0 1e-300	-1.000006707776315e-292
betaLogPdf	1e-300 100000000.0 1e-20	-644.7238260383338
betaLogPdf	1e-300 100000000.0 1.1102230246251565e-16	-654.0387273396389
betaLogPdf	1e-300 100000000.0 0.001	-100733.90013047225
betaLogPdf	1e-300 100000000.0 0.25	-28768896.346729558
betaLogPdf	1e-300 100000000.0 0.5	-69315407.44522807
betaLogPdf	1e-300 100000000.0 0.75	-138630125.21354052
betaLogPdf	1e-300 100000000.0 0.9999999999999999	-3673680711.0064373
betaLogPdf	1e-300 1e+16 1e-300	-1.0000000000000653e-284
betaLogPdf	1e-300 1e+16 1e-20	-644.7239260383328
betaLogPdf	1e-300 1e+16 1.1102230246251565e-16	-655.1489503531618
betaLogPdf	1e-300 1e+16 0.001	-10005003336519.201
betaLogPdf	1e-300 1e+16 0.25	-2876820724518498.5
betaLogPdf	1e-300 1e+16 0.5	-6931471805600142.0
betaLogPdf	1e-300 1e+16 0.75	-1.3862943611199596e+16
betaLogPdf	1e-300 1e+16 0.9999999999999999	-3.6736800569677165e+17
betaLogPdf	1e-300 1e+100 1e-300	-1e-200
betaLogPdf	1e-300 1e+100 1e-20	-1e+80
betaLogPdf	1e-300 1e+100 1.1102230246251565e-16	-1.1102230246251566e+84
betaLogPdf	1e-300 1e+100 0.001	-1.0005003335835336e+97
betaLogPdf	1e-300 1e+100 0.25	-2.876820724517809e+99
betaLogPdf	1e-300 1e+100 0.5	-6.931471805599453e+99
betaLogPdf	1e-300 1e+100 0.75	-1.3862943611198906e+100
betaLogPdf	1e-300 1e+100 0.9999999999999999	-3.6736800569677104e+101
betaLogPdf	1e-300 1e+300 1e-300	-1.0
betaLogPdf	1e-300 1e+300 1e-20	-1e+280
betaLogPdf	1e-300 1e+300 1.1102230246251565e-16	-1.1102230246251566e+284
betaLogPdf	1e-300 1e+300 0.001	-1.0005003335835336e+297
betaLogPdf	1e-300 1e+300 0.25	-2.8768207245178094e+299
betaLogPdf	1e-300 1e+300 0.5	-6.931471805599454e+299
betaLogPdf	1e-300 1e+300 0.75	-1.3862943611198907e+300
betaLogPdf	1e-300 1e+300 0.9999999999999999	-3.6736800569677104e+301
betaLogPdf	1e-300 8e+307 1e-300	-80000000.0
betaLogPdf	1e-300 8e+307 1e-20	-7.999999999999999e+287
betaLogPdf	1e-300 8e+307 1.1102230246251565e-16	-8.881784197001252e+291
betaLogPdf	1e-300 8e+307 0.001	-8.004002668668268e+304
betaLogPdf	1e-300 8e+307 0.25	-2.3014565796142473e+307
betaLogPdf	1e-300 8e+307 0.5	-5.545177444479563e+307
betaLogPdf	1e-300 8e+307 0.75	-1.1090354888959126e+308
betaLogPdf	1e-300 8e+307 0.9999999999999999	-Infinity
betaLogPdf	1e-100 1e-300 1e-300	-6.907755278982137e-98
betaLogPdf	1e-100 1e-300 1e-20	-644.7238260383328
betaLogPdf	1e-100 1e-300 1.1102230246251565e-16	-654.0387273285367
betaLogPdf	1e-100 1e-300 0.001	-683.866772118898
betaLogPdf	1e-100 1e-300 0.25	-689.1015514646421
betaLogPdf	1e-100 1e-300 0.5	-689.3892335370938
betaLogPdf	1e-100 1e-300 0.75	-689.1015514646421
betaLogPdf	1e-100 1e-300 0.9999999999999999	-654.0387273285367
betaLogPdf	1e-100 1e-100 1e-300	459.8238714182492
betaLogPdf	1e-100 1e-100 1e-20	-184.8999546200836
betaLogPdf	1e-100 1e-100 1.1102230246251565e-16	-194.2148559102874
betaLogPdf	1e-100 1e-100 0.001	-224.0429007006488
betaLogPdf	1e-100 1e-100 0.25	-229.27768004639285
betaLogPdf	1e-100 1e-100 0.5	-229.56536211884463
betaLogPdf	1e-100 1e-100 0.75	-229.27768004639285
betaLogPdf	1e-100 1e-100 0.9999999999999999	-194.2148559102874
betaLogPdf	1e-100 1e-10 1e-300	460.51701859880916
betaLogPdf	1e-100 1e-10 1e-20	-184.20680743952366
betaLogPdf	1e-100 1e-10 1.1102230246251565e-16	-193.52170872972746
betaLogPdf	1e-100 1e-10 0.001	-223.34975352008894
betaLogPdf	1e-100 1e-10 0.25	-228.58453286586166
betaLogPdf	1e-100 1e-10 0.5	-228.872214938354
betaLogPdf	1e-100 1e-10 0.75	-228.58453286597154
betaLogPdf	1e-100 1e-10 0.9999999999999999	-193.52170873340114
betaLogPdf	1e-100 0.001 1e-300	460.51701859880916
betaLogPdf	1e-100 0.001 1e-20	-184.20680743952366
betaLogPdf	1e-100 0.001 1.1102230246251565e-16	-193.52170872972746
betaLogPdf	1e-100 0.001 0.001	-223.3497545205892
betaLogPdf	1e-100 0.001 0.25	-228.58482054790534
betaLogPdf	1e-100 0.001 0.5	-228.87290808546524
betaLogPdf	1e-100 0.001 0.75	-228.585919160194
betaLogPdf	1e-100 0.001 0.9999999999999999	-193.55844553029715
betaLogPdf	1e-100 0.5 1e-300	460.51701859880916
betaLogPdf	1e-100 0.5 1e-20	-184.20680743952366
betaLogPdf	1e-100 0.5 1.1102230246251565e-16	-193.52170872972746
betaLogPdf	1e-100 0.5 0.001	-223.35025377025565
betaLogPdf	1e-100 0.5 0.25	-228.7283739020588
betaLogPdf	1e-100 0.5 0.5	-229.21878852856466
betaLogPdf	1e-100 0.5 0.75	-229.27768004639285
betaLogPdf	1e-100 0.5 0.9999999999999999	-211.890109014566
betaLogPdf	1e-100 1.0 1e-300	460.51701859880916
betaLogPdf	1e-100 1.0 1e-20	-184.20680743952366
betaLogPdf	1e-100 1.0 1.1102230246251565e-16	-193.52170872972746
betaLogPdf	1e-100 1.0 0.001	-223.35075402042244
betaLogPdf	1e-100 1.0 0.25	-228.87221493828469
betaLogPdf	1e-100 1.0 0.5	-229.56536211884463
betaLogPdf	1e-100 1.0 0.75	-229.9708272269528
betaLogPdf	1e-100 1.0 0.9999999999999999	-230.25850929940458
betaLogPdf	1e-100 1.5 1e-300	460.51701859880916
betaLogPdf	1e-100 1.5 1e-20	-184.20680743952366
betaLogPdf	1e-100 1.5 1.1102230246251565e-16	-193.52170872972746
betaLogPdf	1e-100 1.5 0.001	-223.35125427058924
betaLogPdf	1e-100 1.5 0.25	-229.01605597451058
betaLogPdf	1e-100 1.5 0.5	-229.9119357091246
betaLogPdf	1e-100 1.5 0.75	-230.66397440751274
betaLogPdf	1e-100 1.5 0.9999999999999999	-248.62690958424312
betaLogPdf	1e-100 2.0 1e-300	460.51701859880916
betaLogPdf	1e-100 2.0 1e-20	-184.20680743952366
betaLogPdf	1e-100 2.0 1.1102230246251565e-16	-193.52170872972746
betaLogPdf	1e-100 2.0 0.001	-223.351754520756
betaLogPdf	1e-100 2.0 0.25	-229.15989701073647
betaLogPdf	1e-100 2.0 0.5	-230.25850929940458
betaLogPdf	1e-100 2.0 0.75	-231.3571215880727
betaLogPdf	1e-100 2.0 0.9999999999999999	-266.99530986908167
betaLogPdf	1e-100 3.0 1e-300	460.51701859880916
betaLogPdf	1e-100 3.0 1e-20	-184.20680743952366
betaLogPdf	1e-100 3.0 1.1102230246251565e-16	-193.52170872972746
betaLogPdf	1e-100 3.0 0.001	-223.3527550210896
betaLogPdf	1e-100 3.0 0.25	-229.44757908318823
betaLogPdf	1e-100 3.0 0.5	-230.95165647996453
betaLogPdf	1e-100 3.0 0.75	-232.74341594919258
betaLogPdf	1e-100 3.0 0.9999999999999999	-303.73211043875875
betaLogPdf	1e-100 10.0 1e-300	460.51701859880916
betaLogPdf	1e-100 10.0 1e-20	-184.20680743952366
betaLogPdf	1e-100 10.0 1.1102230246251565e-16	-193.52170872972746
betaLogPdf	1e-100 10.0 0.001	-223.3597585234247
betaLogPdf	1e-100 10.0 0.25	-231.4613535903507
betaLogPdf	1e-100 10.0 0.5	-235.80368674388413
betaLogPdf	1e-100 10.0 0.75	-242.4474764770318
betaLogPdf	1e-100 10.0 0.9999999999999999	-560.8897144264985
betaLogPdf	1e-100 1000.0 1e-300	460.51701859880916
betaLogPdf	1e-100 1000.0 1e-20	-184.20680743952366
betaLogPdf	1e-100 1000.0 1.1102230246251565e-16	-193.52170872972758
betaLogPdf	1e-100 1000.0 0.001	-224.35025385367237
betaLogPdf	1e-100 1000.0 0.25	-516.2666053176139
betaLogPdf	1e-100 1000.0 0.5	-922.01939549823
betaLogPdf	1e-100 1000.0 0.75	-1614.8788939857236
betaLogPdf	1e-100 1000.0 0.9999999999999999	-36930.32227840683
betaLogPdf	1e-100 100000000.0 1e-300	460.51701859880916
betaLogPdf	1e-100 100000000.0 1e-20	-184.20680743952465
betaLogPdf	1e-100 100000000.0 1.1102230246251565e-16	-193.5217087408297
betaLogPdf	1e-100 100000000.0 0.001	-100273.38311187344
betaLogPdf	1e-100 100000000.0 0.25	-28768435.82971096
betaLogPdf	1e-100 100000000.0 0.5	-69314946.92820947
betaLogPdf	1e-100 100000000.0 0.75	-138629664.69652194
betaLogPdf	1e-100 100000000.0 0.9999999999999999	-3673680250.489419
betaLogPdf	1e-100 1e+16 1e-300	460.51701859880916
betaLogPdf	1e-100 1e+16 1e-20	-184.20690743952366
betaLogPdf	1e-100 1e+16 1.1102230246251565e-16	-194.63193175435262
betaLogPdf	1e-100 1e+16 0.001	-10005003336058.686
betaLogPdf	1e-100 1e+16 0.25	-2876820724518038.0
betaLogPdf	1e-100 1e+16 0.5	-6931471805599682.0
betaLogPdf	1e-100 1e+16 0.75	-1.3862943611199134e+16
betaLogPdf	1e-100 1e+16 0.9999999999999999	-3.673680056967712e+17
betaLogPdf	1e-100 1e+100 1e-300	460.51701859880916
betaLogPdf	1e-100 1e+100 1e-20	-1e+80
betaLogPdf	1e-100 1e+100 1.1102230246251565e-16	-1.1102230246251566e+84
betaLogPdf	1e-100 1e+100 0.001	-1.0005003335835336e+97
betaLogPdf	1e-100 1e+100 0.25	-2.876820724517809e+99
betaLogPdf	1e-100 1e+100 0.5	-6.931471805599453e+99
betaLogPdf	1e-100 1e+100 0.75	-1.3862943611198906e+100
betaLogPdf	1e-100 1e+100 0.9999999999999999	-3.6736800569677104e+101
betaLogPdf	1e-100 1e+300 1e-300	459.51701859880916
betaLogPdf	1e-100 1e+300 1e-20	-1e+280
betaLogPdf	1e-100 1e+300 1.1102230246251565e-16	-1.1102230246251566e+284
betaLogPdf	1e-100 1e+300 0.001	-1.0005003335835336e+297
betaLogPdf	1e-100 1e+300 0.25	-2.8768207245178094e+299
betaLogPdf	1e-100 1e+300 0.5	-6.931471805599454e+299
betaLogPdf	1e-100 1e+300 0.75	-1.3862943611198907e+300
betaLogPdf	1e-100 1e+300 0.9999999999999999	-3.6736800569677104e+301
betaLogPdf	1e-100 8e+307 1e-300	-79999539.4829814
betaLogPdf	1e-100 8e+307 1e-20	-7.999999999999999e+287
betaLogPdf	1e-100 8e+307 1.1102230246251565e-16	-8.881784197001252e+291
betaLogPdf	1e-100 8e+307 0.001	-8.004002668668268e+304
betaLogPdf	1e-100 8e+307 0.25	-2.3014565796142473e+307
betaLogPdf	1e-100 8e+307 0.5	-5.545177444479563e+307
betaLogPdf	1e-100 8e+307 0.75	-1.1090354888959126e+308
betaLogPdf	1e-100 8e+307 0.9999999999999999	-Infinity
betaLogPdf	1e-10 1e-300 1e-300	-6.907755278982137e-08
betaLogPdf	1e-10 1e-300 1e-20	-644.723826042938
betaLogPdf	1e-10 1e-300 1.1102230246251565e-16	-654.0387273322103
betaLogPdf	1e-10 1e-300 0.001	-683.8667721195887
betaLogPdf	1e-10 1e-300 0.25	-689.1015514647806
betaLogPdf	1e-10 1e-300 0.5	-689.3892335371631
betaLogPdf	1e-10 1e-300 0.75	-689.1015514646708
betaLogPdf	1e-10 1e-300 0.9999999999999999	-654.0387273285367
betaLogPdf	1e-10 1e-100 1e-300	460.51701852973156
betaLogPdf	1e-10 1e-100 1e-20	-184.20680744412883
betaLogPdf	1e-10 1e-100 1.1102230246251565e-16	-193.52170873340114
betaLogPdf	1e-10 1e-100 0.001	-223.34975352077961
betaLogPdf	1e-10 1e-100 0.25	-228.58453286597154
betaLogPdf	1e-10 1e-100 0.5	-228.872214938354
betaLogPdf	1e-10 1e-100 0.75	-228.58453286586166
betaLogPdf	1e-10 1e-100 0.9999999999999999	-193.52170872972746
betaLogPdf	1e-10 1e-10 1e-300	667.0565297186357
betaLogPdf	1e-10 1e-10 1e-20	22.33270374477534
betaLogPdf	1e-10 1e-10 1.1102230246251565e-16	13.01780245550302
betaLogPdf	1e-10 1e-10 0.001	-16.810242331875557
betaLogPdf	1e-10 1e-10 0.25	-22.045021677096127
betaLogPdf	1e-10 1e-10 0.5	-22.33270374951914
betaLogPdf	1e-10 1e-10 0.75	-22.045021677096127
betaLogPdf	1e-10 1e-10 0.9999999999999999	13.01780245550302
betaLogPdf	1e-10 0.001 1e-300	667.7496767991959
betaLogPdf	1e-10 0.001 1e-20	23.025850825335457
betaLogPdf	1e-10 0.001 1.1102230246251565e-16	13.710949536063135
betaLogPdf	1e-10 0.001 0.001	-16.117096251815678
betaLogPdf	1e-10 0.001 0.25	-21.352162278579698
betaLogPdf	1e-10 0.001 0.5	-21.64024981607027
betaLogPdf	1e-10 0.001 0.75	-21.353260890758506
betaLogPdf	1e-10 0.001 0.9999999999999999	13.674212739167137
betaLogPdf	1e-10 0.5 1e-300	667.749676899057
betaLogPdf	1e-10 0.5 1e-20	23.025850925196657
betaLogPdf	1e-10 0.5 1.1102230246251565e-16	13.710949635924335
betaLogPdf	1e-10 0.5 0.001	-16.11759540162093
betaLogPdf	1e-10 0.5 0.25	-21.495715532871934
betaLogPdf	1e-10 0.5 0.5	-21.986130159308484
betaLogPdf	1e-10 0.5 0.75	-22.045021677096127
betaLogPdf	1e-10 0.5 0.9999999999999999	-4.6574506452405355
betaLogPdf	1e-10 1.0 1e-300	667.7496768991957
betaLogPdf	1e-10 1.0 1e-20	23.025850925335288
betaLogPdf	1e-10 1.0 1.1102230246251565e-16	13.710949636062965
betaLogPdf	1e-10 1.0 0.001	-16.118095651649096
betaLogPdf	1e-10 1.0 0.25	-21.639556568959197
betaLogPdf	1e-10 1.0 0.5	-22.332703749449827
betaLogPdf	1e-10 1.0 0.75	-22.738168857517444
betaLogPdf	1e-10 1.0 0.9999999999999999	-23.025850929940457
betaLogPdf	1e-10 1.5 1e-300	667.7496768992571
betaLogPdf	1e-10 1.5 1e-20	23.025850925396657
betaLogPdf	1e-10 1.5 1.1102230246251565e-16	13.710949636124335
betaLogPdf	1e-10 1.5 0.001	-16.118595901754517
betaLogPdf	1e-10 1.5 0.25	-21.783397605123717
betaLogPdf	1e-10 1.5 0.5	-22.679277339668428
betaLogPdf	1e-10 1.5 0.75	-23.431316038016018
betaLogPdf	1e-10 1.5 0.9999999999999999	-41.394251214717634
betaLogPdf	1e-10 2.0 1e-300	667.7496768992957
betaLogPdf	1e-10 2.0 1e-20	23.025850925435286
betaLogPdf	1e-10 2.0 1.1102230246251565e-16	13.710949636162965
betaLogPdf	1e-10 2.0 0.001	-16.11909615188268
betaLogPdf	1e-10 2.0 0.25	-21.927238641310975
betaLogPdf	1e-10 2.0 0.5	-23.025850929909772
betaLogPdf	1e-10 2.0 0.75	-24.124463218537336
betaLogPdf	1e-10 2.0 0.9999999999999999	-59.76265149951756
betaLogPdf	1e-10 3.0 1e-300	667.7496768993457
betaLogPdf	1e-10 3.0 1e-20	23.025850925485287
betaLogPdf	1e-10 3.0 1.1102230246251565e-16	13.710949636212964
betaLogPdf	1e-10 3.0 0.001	-16.12009665216626
betaLogPdf	1e-10 3.0 0.25	-22.214920713712758
betaLogPdf	1e-10 3.0 0.5	-23.718998110419715
betaLogPdf	1e-10 3.0 0.75	-25.510757579607226
betaLogPdf	1e-10 3.0 0.9999999999999999	-96.49945206914465
betaLogPdf	1e-10 10.0 1e-300	667.7496768994786
betaLogPdf	1e-10 10.0 1e-20	23.025850925618183
betaLogPdf	1e-10 10.0 1.1102230246251565e-16	13.71094963634586
betaLogPdf	1e-10 10.0 0.001	-16.12710015436845
betaLogPdf	1e-10 10.0 0.25	-24.228695220742328
betaLogPdf	1e-10 10.0 0.5	-28.57102837420644
betaLogPdf	1e-10 10.0 0.75	-35.21481810731356
betaLogPdf	1e-10 10.0 0.9999999999999999	-353.65705605675146
betaLogPdf	1e-10 1000.0 1e-300	667.7496768999441
betaLogPdf	1e-10 1000.0 1e-20	23.025850926083734
betaLogPdf	1e-10 1000.0 1.1102230246251565e-16	13.7109496368113
betaLogPdf	1e-10 1000.0 0.001	-17.1175954841506
betaLogPdf	1e-10 1000.0 0.25	-309.0339469475399
betaLogPdf	1e-10 1000.0 0.5	-714.7867371280868
betaLogPdf	1e-10 1000.0 0.75	-1407.6462356155398
betaLogPdf	1e-10 1000.0 0.9999999999999999	-36723.08962003662
betaLogPdf	1e-10 100000000.0 1e-300	667.7496769010955
betaLogPdf	1e-10 100000000.0 1e-20	23.025850927234078
betaLogPdf	1e-10 100000000.0 1.1102230246251565e-16	13.710949626860524
betaLogPdf	1e-10 100000000.0 0.001	-100066.15045350276
betaLogPdf	1e-10 100000000.0 0.25	-28768228.59705259
betaLogPdf	1e-10 100000000.0 0.5	-69314739.6955511
betaLogPdf	1e-10 100000000.0 0.75	-138629457.46386355
betaLogPdf	1e-10 100000000.0 0.9999999999999999	-3673680043.2567606
betaLogPdf	1e-10 1e+16 1e-300	667.7496769029376
betaLogPdf	1e-10 1e+16 1e-20	23.025750929077144
betaLogPdf	1e-10 1e+16 1.1102230246251565e-16	12.600726615179665
betaLogPdf	1e-10 1e+16 0.001	-10005003335851.453
betaLogPdf	1e-10 1e+16 0.25	-2876820724517830.5
betaLogPdf	1e-10 1e+16 0.5	-6931471805599475.0
betaLogPdf	1e-10 1e+16 0.75	-1.3862943611198928e+16
betaLogPdf	1e-10 1e+16 0.9999999999999999	-3.67368005696771e+17
betaLogPdf	1e-10 1e+100 1e-300	667.7496769222793
betaLogPdf	1e-10 1e+100 1e-20	-1e+80
betaLogPdf	1e-10 1e+100 1.1102230246251565e-16	-1.1102230246251566e+84
betaLogPdf	1e-10 1e+100 0.001	-1.0005003335835336e+97
betaLogPdf	1e-10 1e+100 0.25	-2.876820724517809e+99
betaLogPdf	1e-10 1e+100 0.5	-6.931471805599453e+99
betaLogPdf	1e-10 1e+100 0.75	-1.3862943611198906e+100
betaLogPdf	1e-10 1e+100 0.9999999999999999	-3.6736800569677104e+101
betaLogPdf	1e-10 1e+300 1e-300	666.749676968331
betaLogPdf	1e-10 1e+300 1e-20	-1e+280
betaLogPdf	1e-10 1e+300 1.1102230246251565e-16	-1.1102230246251566e+284
betaLogPdf	1e-10 1e+300 0.001	-1.0005003335835336e+297
betaLogPdf	1e-10 1e+300 0.25	-2.8768207245178094e+299
betaLogPdf	1e-10 1e+300 0.5	-6.931471805599454e+299
betaLogPdf	1e-10 1e+300 0.75	-1.3862943611198907e+300
betaLogPdf	1e-10 1e+300 0.9999999999999999	-3.6736800569677104e+301
betaLogPdf	1e-10 8e+307 1e-300	-79999332.25032303
betaLogPdf	1e-10 8e+307 1e-20	-7.999999999999999e+287
betaLogPdf	1e-10 8e+307 1.1102230246251565e-16	-8.881784197001252e+291
betaLogPdf	1e-10 8e+307 0.001	-8.004002668668268e+304
betaLogPdf	1e-10 8e+307 0.25	-2.3014565796142473e+307
betaLogPdf	1e-10 8e+307 0.5	-5.545177444479563e+307
betaLogPdf	1e-10 8e+307 0.75	-1.1090354888959126e+308
betaLogPdf	1e-10 8e+307 0.9999999999999999	-Infinity
betaLogPdf	0.001 1e-300 1e-300	-0.6907755278982137
betaLogPdf	0.001 1e-300 1e-20	-644.7698777401927
betaLogPdf	0.001 1e-300 1.1102230246251565e-16	-654.0754641291063
betaLogPdf	0.001 1e-300 0.001	-683.873679874177
betaLogPdf	0.001 1e-300 0.25	-689.1029377590031
betaLogPdf	0.001 1e-300 0.5	-689.3899266842744
betaLogPdf	0.001 1e-300 0.75	-689.1018391467145
betaLogPdf	0.001 1e-300 0.9999999999999999	-654.0387273285367
betaLogPdf	0.001 1e-100 1e-300	459.82624307091095
betaLogPdf	0.001 1e-100 1e-20	-184.25285914138354
betaLogPdf	0.001 1e-100 1.1102230246251565e-16	-193.55844553029715
betaLogPdf	0.001 1e-100 0.001	-223.35666127536783
betaLogPdf	0.001 1e-100 0.25	-228.585919160194
betaLogPdf	0.001 1e-100 0.5	-228.87290808546524
betaLogPdf	0.001 1e-100 0.75	-228.58482054790534
betaLogPdf	0.001 1e-100 0.9999999999999999	-193.52170872972746
betaLogPdf	0.001 1e-10 1e-300	667.0589013403752
betaLogPdf	0.001 1e-10 1e-20	22.979799128080746
betaLogPdf	0.001 1e-10 1.1102230246251565e-16	13.674212739167137
betaLogPdf	0.001 1e-10 0.001	-16.12400300590365
betaLogPdf	0.001 1e-10 0.25	-21.353260890758506
betaLogPdf	0.001 1e-10 0.5	-21.64024981607027
betaLogPdf	0.001 1e-10 0.75	-21.352162278579698
betaLogPdf	0.001 1e-10 0.9999999999999999	13.710949536063135
betaLogPdf	0.001 0.001 1e-300	682.4838515533071
betaLogPdf	0.001 0.001 1e-20	38.40474934101268
betaLogPdf	0.001 0.001 1.1102230246251565e-16	29.09916295209908
betaLogPdf	0.001 0.001 0.001	-0.6990537934719425
betaLogPdf	0.001 0.001 0.25	-5.928598359870247
betaLogPdf	0.001 0.001 0.5	-6.215992750249577
betaLogPdf	0.001 0.001 0.75	-5.928598359870247
betaLogPdf	0.001 0.001 0.9999999999999999	29.09916295209908
betaLogPdf	0.001 0.5 1e-300	683.1756124395059
betaLogPdf	0.001 0.5 1e-20	39.09651022721151
betaLogPdf	0.001 0.5 1.1102230246251565e-16	29.790923838297903
betaLogPdf	0.001 0.5 0.001	-0.007792156939575299
betaLogPdf	0.001 0.5 0.25	-5.3803908278248604
betaLogPdf	0.001 0.5 0.5	-5.870112307150164
betaLogPdf	0.001 0.5 0.75	-5.928598359870247
betaLogPdf	0.001 0.5 0.9999999999999999	11.459260354029029
betaLogPdf	0.001 1.0 1e-300	683.1769970913333
betaLogPdf	0.001 1.0 1e-20	39.0978948790389
betaLogPdf	0.001 1.0 1.1102230246251565e-16	29.792308490125286
betaLogPdf	0.001 1.0 0.001	-0.0069077552789821375
betaLogPdf	0.001 1.0 0.25	-5.5228472122233665
betaLogPdf	0.001 1.0 0.5	-6.215301245602752
betaLogPdf	0.001 1.0 0.75	-6.620360888602808
betaLogPdf	0.001 1.0 0.9999999999999999	-6.907755278982137
betaLogPdf	0.001 1.5 1e-300	683.1776104421687
betaLogPdf	0.001 1.5 1e-20	39.098508229874184
betaLogPdf	0.001 1.5 1.1102230246251565e-16	29.792921840960574
betaLogPdf	0.001 1.5 0.001	-0.006794654610485776
betaLogPdf	0.001 1.5 0.25	-5.666074897613969
betaLogPdf	0.001 1.5 0.5	-6.561261485047436
betaLogPdf	0.001 1.5 0.75	-7.312894718327465
betaLogPdf	0.001 1.5 0.9999999999999999	-25.2755422129854
betaLogPdf	0.001 2.0 1e-300	683.1779965916664
betaLogPdf	0.001 2.0 1e-20	39.09889437937198
betaLogPdf	0.001 2.0 1.1102230246251565e-16	29.79330799045837
betaLogPdf	0.001 2.0 0.001	-0.006908755279482138
betaLogPdf	0.001 2.0 0.25	-5.809529784342064
betaLogPdf	0.001 2.0 0.5	-6.9074489258296135
betaLogPdf	0.001 2.0 0.75	-8.005655749389614
betaLogPdf	0.001 2.0 0.9999999999999999	-43.64355634832616
betaLogPdf	0.001 3.0 1e-300	683.1784964667081
betaLogPdf	0.001 3.0 1e-20	39.09939425441363
betaLogPdf	0.001 3.0 1.1102230246251565e-16	29.79380786550002
betaLogPdf	0.001 3.0 0.001	-0.007409380571414623
betaLogPdf	0.001 3.0 0.25	-6.096711981752193
betaLogPdf	0.001 3.0 0.5	-7.600096231347908
betaLogPdf	0.001 3.0 0.75	-9.391450235467854
betaLogPdf	0.001 3.0 0.9999999999999999	-80.3798570429616
betaLogPdf	0.001 10.0 1e-300	683.179825290102
betaLogPdf	0.001 10.0 1e-20	39.10072307780757
betaLogPdf	0.001 10.0 1.1102230246251565e-16	29.79513668889396
betaLogPdf	0.001 10.0 0.001	-0.01308405951255755
betaLogPdf	0.001 10.0 0.25	-8.109157665520717
betaLogPdf	0.001 10.0 0.5	-12.450797671873582
betaLogPdf	0.001 10.0 0.75	-19.094181939913145
betaLogPdf	0.001 10.0 0.9999999999999999	-337.5361322073074
betaLogPdf	0.001 1000.0 1e-300	683.1844807406276
betaLogPdf	0.001 1000.0 1e-20	39.10537852833308
betaLogPdf	0.001 1000.0 1.1102230246251565e-16	29.79979213941936
betaLogPdf	0.001 1000.0 0.001	-0.99892393923475
betaLogPdf	0.001 1000.0 0.25	-292.9097539422583
betaLogPdf	0.001 1000.0 0.5	-698.6618509756939
betaLogPdf	0.001 1000.0 0.75	-1391.5209439980792
betaLogPdf	0.001 1000.0 0.9999999999999999	-36706.96404073711
betaLogPdf	0.001 100000000.0 1e-300	683.1959941656706
betaLogPdf	0.001 100000000.0 1e-20	39.11689195337514
betaLogPdf	0.001 100000000.0 1.1102230246251565e-16	29.8113055533603
betaLogPdf	0.001 100000000.0 0.001	-100050.02026853396
betaLogPdf	0.001 100000000.0 0.25	-28768212.461346157
betaLogPdf	0.001 100000000.0 0.5	-69314723.55915152
betaLogPdf	0.001 100000000.0 0.75	-138629441.32705852
betaLogPdf	0.001 100000000.0 0.9999999999999999	-3673680027.119668
betaLogPdf	0.001 1e+16 1e-300	683.2144148464196
betaLogPdf	0.001 1e+16 1e-20	39.13521263412508
betaLogPdf	0.001 1e+16 1.1102230246251565e-16	28.71950322058632
betaLogPdf	0.001 1e+16 0.001	-10005003335835.303
betaLogPdf	0.001 1e+16 0.25	-2876820724517814.5
betaLogPdf	0.001 1e+16 0.5	-6931471805599459.0
betaLogPdf	0.001 1e+16 0.75	-1.3862943611198912e+16
betaLogPdf	0.001 1e+16 0.9999999999999999	-3.67368005696771e+17
betaLogPdf	0.001 1e+100 1e-300	683.4078319942311
betaLogPdf	0.001 1e+100 1e-20	-1e+80
betaLogPdf	0.001 1e+100 1.1102230246251565e-16	-1.1102230246251566e+84
betaLogPdf	0.001 1e+100 0.001	-1.0005003335835336e+97
betaLogPdf	0.001 1e+100 0.25	-2.876820724517809e+99
betaLogPdf	0.001 1e+100 0.5	-6.931471805599453e+99
betaLogPdf	0.001 1e+100 0.75	-1.3862943611198906e+100
betaLogPdf	0.001 1e+100 0.9999999999999999	-3.6736800569677104e+101
betaLogPdf	0.001 1e+300 1e-300	682.8683490128299
betaLogPdf	0.001 1e+300 1e-20	-1e+280
betaLogPdf	0.001 1e+300 1.1102230246251565e-16	-1.1102230246251566e+284
betaLogPdf	0.001 1e+300 0.001	-1.0005003335835336e+297
betaLogPdf	0.001 1e+300 0.25	-2.8768207245178094e+299
betaLogPdf	0.001 1e+300 0.5	-6.931471805599454e+299
betaLogPdf	0.001 1e+300 0.75	-1.3862943611198907e+300
betaLogPdf	0.001 1e+300 0.9999999999999999	-3.6736800569677104e+301
betaLogPdf	0.001 8e+307 1e-300	-79999316.11345345
betaLogPdf	0.001 8e+307 1e-20	-7.999999999999999e+287
betaLogPdf	0.001 8e+307 1.1102230246251565e-16	-8.881784197001252e+291
betaLogPdf	0.001 8e+307 0.001	-8.004002668668268e+304
betaLogPdf	0.001 8e+307 0.25	-2.3014565796142473e+307
betaLogPdf	0.001 8e+307 0.5	-5.545177444479563e+307
betaLogPdf	0.001 8e+307 0.75	-1.1090354888959126e+308
betaLogPdf	0.001 8e+307 0.9999999999999999	-Infinity
betaLogPdf	0.5 1e-300 1e-300	-345.38776394910684
betaLogPdf	0.5 1e-300 1e-20	-667.7496769682732
betaLogPdf	0.5 1e-300 1.1102230246251565e-16	-672.4071276133751
betaLogPdf	0.5 1e-300 0.001	-687.3206497583891
betaLogPdf	0.5 1e-300 0.25	-689.794698645202
betaLogPdf	0.5 1e-300 0.5	-689.7358071273737
betaLogPdf	0.5 1e-300 0.75	-689.245392500868
betaLogPdf	0.5 1e-300 0.9999999999999999	-654.0387273285367
betaLogPdf	0.5 1e-100 1e-300	115.12925464970229
betaLogPdf	0.5 1e-100 1e-20	-207.2326583694641
betaLogPdf	0.5 1e-100 1.1102230246251565e-16	-211.890109014566
betaLogPdf	0.5 1e-100 0.001	-226.8036311595799
betaLogPdf	0.5 1e-100 0.25	-229.27768004639285
betaLogPdf	0.5 1e-100 0.5	-229.21878852856466
betaLogPdf	0.5 1e-100 0.75	-228.7283739020588
betaLogPdf	0.5 1e-100 0.9999999999999999	-193.52170872972746
betaLogPdf	0.5 1e-10 1e-300	322.3619130190278
betaLogPdf	0.5 1e-10 1e-20	-1.3862937222997815e-10
betaLogPdf	0.5 1e-10 1.1102230246251565e-16	-4.6574506452405355
betaLogPdf	0.5 1e-10 0.001	-19.570972790254533
betaLogPdf	0.5 1e-10 0.25	-22.045021677096127
betaLogPdf	0.5 1e-10 0.5	-21.986130159308484
betaLogPdf	0.5 1e-10 0.75	-21.495715532871934
betaLogPdf	0.5 1e-10 0.9999999999999999	13.710949635924335
betaLogPdf	0.5 0.001 1e-300	338.47862401829735
betaLogPdf	0.5 0.001 1e-20	16.116710999130934
betaLogPdf	0.5 0.001 1.1102230246251565e-16	11.459260354029029
betaLogPdf	0.5 0.001 0.001	-3.4542627914852035
betaLogPdf	0.5 0.001 0.25	-5.928598359870247
betaLogPdf	0.5 0.001 0.5	-5.870112307150164
betaLogPdf	0.5 0.001 0.75	-5.3803908278248604
betaLogPdf	0.5 0.001 0.9999999999999999	29.790923838297903
betaLogPdf	0.5 0.5 1e-300	344.2430340632574
betaLogPdf	0.5 0.5 1e-20	21.881121044091056
betaLogPdf	0.5 0.5 1.1102230246251565e-16	17.22367039898915
betaLogPdf	0.5 0.5 0.001	2.30964800380846
betaLogPdf	0.5 0.5 0.25	-0.3077416690635644
betaLogPdf	0.5 0.5 0.5	-0.4515827052894549
betaLogPdf	0.5 0.5 0.75	-0.3077416690635644
betaLogPdf	0.5 0.5 0.9999999999999999	17.22367039898915
betaLogPdf	0.5 1.0 1e-300	344.6946167685469
betaLogPdf	0.5 1.0 1e-20	22.33270374938051
betaLogPdf	0.5 1.0 1.1102230246251565e-16	17.675253104278607
betaLogPdf	0.5 1.0 0.001	2.760730458931123
betaLogPdf	0.5 1.0 0.25	0.0
betaLogPdf	0.5 1.0 0.5	-0.34657359027997264
betaLogPdf	0.5 1.0 0.75	-0.5493061443340549
betaLogPdf	0.5 1.0 0.9999999999999999	-0.6931471805599453
betaLogPdf	0.5 1.5 1e-300	344.9361812438174
betaLogPdf	0.5 1.5 1e-20	22.574268224651004
betaLogPdf	0.5 1.5 1.1102230246251565e-16	17.916817579549097
betaLogPdf	0.5 1.5 0.001	3.001794684034822
betaLogPdf	0.5 1.5 0.25	0.09772343904459999
betaLogPdf	0.5 1.5 0.5	-0.4515827052894549
betaLogPdf	0.5 1.5 0.75	-1.0008888496235098
betaLogPdf	0.5 1.5 0.9999999999999999	-18.819982990128004
betaLogPdf	0.5 2.0 1e-300	345.10008187665505
betaLogPdf	0.5 2.0 1e-20	22.738168857488677
betaLogPdf	0.5 2.0 1.1102230246251565e-16	18.08071821238677
betaLogPdf	0.5 2.0 0.001	3.1651950667057043
betaLogPdf	0.5 2.0 0.25	0.11778303565638346
betaLogPdf	0.5 2.0 0.5	-0.6342556627317536
betaLogPdf	0.5 2.0 0.75	-1.5301353973457812
betaLogPdf	0.5 2.0 0.9999999999999999	-37.02448264212888
betaLogPdf	0.5 3.0 1e-300	345.3232254279693
betaLogPdf	0.5 3.0 1e-20	22.961312408802886
betaLogPdf	0.5 3.0 1.1102230246251565e-16	18.30386176370098
betaLogPdf	0.5 3.0 0.001	3.38733811768633
betaLogPdf	0.5 3.0 0.25	0.053244514518812285
betaLogPdf	0.5 3.0 0.5	-1.1042592919774892
betaLogPdf	0.5 3.0 0.75	-2.693286207151462
betaLogPdf	0.5 3.0 0.9999999999999999	-73.53813966049178
betaLogPdf	0.5 10.0 1e-300	345.9541967455044
betaLogPdf	0.5 10.0 1e-20	23.59228372633805
betaLogPdf	0.5 10.0 1.1102230246251565e-16	18.934833081236143
betaLogPdf	0.5 10.0 0.001	4.011305932886411
betaLogPdf	0.5 10.0 0.25	-1.3295586751084891
betaLogPdf	0.5 10.0 0.5	-5.325318238361941
betaLogPdf	0.5 10.0 0.75	-11.766375417455532
betaLogPdf	0.5 10.0 0.9999999999999999	-330.0647723306963
betaLogPdf	0.5 1000.0 1e-300	348.26915164567845
betaLogPdf	0.5 1000.0 1e-20	25.907238626512033
betaLogPdf	0.5 1000.0 1.1102230246251565e-16	21.249787981410016
betaLogPdf	0.5 1000.0 0.001	5.335765502812695
betaLogPdf	0.5 1000.0 0.25	-283.81985550219764
betaLogPdf	0.5 1000.0 0.5	-689.2260720925339
betaLogPdf	0.5 1000.0 0.75	-1381.8828380259733
betaLogPdf	0.5 1000.0 0.9999999999999999	-36697.18238141085
betaLogPdf	0.5 100000000.0 1e-300	354.02573937690835
betaLogPdf	0.5 100000000.0 1e-20	31.66382635774094
betaLogPdf	0.5 100000000.0 1.1102230246251565e-16	27.006375701537802
betaLogPdf	0.5 100000000.0 0.001	-100037.94050478573
betaLogPdf	0.5 100000000.0 0.25	-28768197.62637341
betaLogPdf	0.5 100000000.0 0.5	-69314708.37829833
betaLogPdf	0.5 100000000.0 0.75	-138629425.94387823
betaLogPdf	0.5 100000000.0 0.9999999999999999	-3673680011.592934
betaLogPdf	0.5 1e+16 1e-300	363.23607975013454
betaLogPdf	0.5 1e+16 1e-20	40.874066730968124
betaLogPdf	0.5 1e+16 1.1102230246251565e-16	35.10649306124106
betaLogPdf	0.5 1e+16 0.001	-10005003335814.031
betaLogPdf	0.5 1e+16 0.25	-2876820724517790.5
betaLogPdf	0.5 1e+16 0.5	-6931471805599434.0
betaLogPdf	0.5 1e+16 0.75	-1.3862943611198886e+16
betaLogPdf	0.5 1e+16 0.9999999999999999	-3.6736800569677094e+17
betaLogPdf	0.5 1e+100 1e-300	459.94465365588445
betaLogPdf	0.5 1e+100 1e-20	-1e+80
betaLogPdf	0.5 1e+100 1.1102230246251565e-16	-1.1102230246251566e+84
betaLogPdf	0.5 1e+100 0.001	-1.0005003335835336e+97
betaLogPdf	0.5 1e+100 0.25	-2.876820724517809e+99
betaLogPdf	0.5 1e+100 0.5	-6.931471805599453e+99
betaLogPdf	0.5 1e+100 0.75	-1.3862943611198906e+100
betaLogPdf	0.5 1e+100 0.9999999999999999	-3.6736800569677104e+101
betaLogPdf	0.5 1e+300 1e-300	689.203162955289
betaLogPdf	0.5 1e+300 1e-20	-1e+280
betaLogPdf	0.5 1e+300 1.1102230246251565e-16	-1.1102230246251566e+284
betaLogPdf	0.5 1e+300 0.001	-1.0005003335835336e+297
betaLogPdf	0.5 1e+300 0.25	-2.8768207245178094e+299
betaLogPdf	0.5 1e+300 0.5	-6.931471805599454e+299
betaLogPdf	0.5 1e+300 0.75	-1.3862943611198907e+300
betaLogPdf	0.5 1e+300 0.9999999999999999	-3.6736800569677104e+301
betaLogPdf	0.5 8e+307 1e-300	-79999300.69806845
betaLogPdf	0.5 8e+307 1e-20	-7.999999999999999e+287
betaLogPdf	0.5 8e+307 1.1102230246251565e-16	-8.881784197001252e+291
betaLogPdf	0.5 8e+307 0.001	-8.004002668668268e+304
betaLogPdf	0.5 8e+307 0.25	-2.3014565796142473e+307
betaLogPdf	0.5 8e+307 0.5	-5.545177444479563e+307
betaLogPdf	0.5 8e+307 0.75	-1.1090354888959126e+308
betaLogPdf	0.5 8e+307 0.9999999999999999	-Infinity
betaLogPdf	1.0 1e-300 1e-300	-690.7755278982137
betaLogPdf	1.0 1e-300 1e-20	-690.7755278982137
betaLogPdf	1.0 1e-300 1.1102230246251565e-16	-690.7755278982137
betaLogPdf	1.0 1e-300 0.001	-690.7745273978801
betaLogPdf	1.0 1e-300 0.25	-690.487845825762
betaLogPdf	1.0 1e-300 0.5	-690.0823807176538
betaLogPdf	1.0 1e-300 0.75	-689.3892335370938
betaLogPdf	1.0 1e-300 0.9999999999999999	-654.0387273285367
betaLogPdf	1.0 1e-100 1e-300	-230.25850929940458
betaLogPdf	1.0 1e-100 1e-20	-230.25850929940458
betaLogPdf	1.0 1e-100 1.1102230246251565e-16	-230.25850929940458
betaLogPdf	1.0 1e-100 0.001	-230.257508799071
betaLogPdf	1.0 1e-100 0.25	-229.9708272269528
betaLogPdf	1.0 1e-100 0.5	-229.56536211884463
betaLogPdf	1.0 1e-100 0.75	-228.87221493828469
betaLogPdf	1.0 1e-100 0.9999999999999999	-193.52170872972746
betaLogPdf	1.0 1e-10 1e-300	-23.025850929940457
betaLogPdf	1.0 1e-10 1e-20	-23.025850929940457
betaLogPdf	1.0 1e-10 1.1102230246251565e-16	-23.025850929940457
betaLogPdf	1.0 1e-10 0.001	-23.024850429606975
betaLogPdf	1.0 1e-10 0.25	-22.738168857517444
betaLogPdf	1.0 1e-10 0.5	-22.332703749449827
betaLogPdf	1.0 1e-10 0.75	-21.639556568959197
betaLogPdf	1.0 1e-10 0.9999999999999999	13.710949636062965
betaLogPdf	1.0 0.001 1e-300	-6.907755278982137
betaLogPdf	1.0 0.001 1e-20	-6.907755278982137
betaLogPdf	1.0 0.001 1.1102230246251565e-16	-6.907755278982137
betaLogPdf	1.0 0.001 0.001	-6.906755779148887
betaLogPdf	1.0 0.001 0.25	-6.620360888602808
betaLogPdf	1.0 0.001 0.5	-6.215301245602752
betaLogPdf	1.0 0.001 0.75	-5.5228472122233665
betaLogPdf	1.0 0.001 0.9999999999999999	29.792308490125286
betaLogPdf	1.0 0.5 1e-300	-0.6931471805599453
betaLogPdf	1.0 0.5 1e-20	-0.6931471805599453
betaLogPdf	1.0 0.5 1.1102230246251565e-16	-0.6931471805599453
betaLogPdf	1.0 0.5 0.001	-0.6926469303931535
betaLogPdf	1.0 0.5 0.25	-0.5493061443340549
betaLogPdf	1.0 0.5 0.5	-0.34657359027997264
betaLogPdf	1.0 0.5 0.75	0.0
betaLogPdf	1.0 0.5 0.9999999999999999	17.675253104278607
betaLogPdf	1.0 1.0 1e-300	0.0
betaLogPdf	1.0 1.0 1e-20	0.0
betaLogPdf	1.0 1.0 1.1102230246251565e-16	0.0
betaLogPdf	1.0 1.0 0.001	0.0
betaLogPdf	1.0 1.0 0.25	0.0
betaLogPdf	1.0 1.0 0.5	0.0
betaLogPdf	1.0 1.0 0.75	0.0
betaLogPdf	1.0 1.0 0.9999999999999999	0.0
betaLogPdf	1.0 1.5 1e-300	0.4054651081081644
betaLogPdf	1.0 1.5 1e-20	0.4054651081081644
betaLogPdf	1.0 1.5 1.1102230246251565e-16	0.40546510810816433
betaLogPdf	1.0 1.5 0.001	0.4049648579413726
betaLogPdf	1.0 1.5 0.25	0.26162407188227393
betaLogPdf	1.0 1.5 0.5	0.05889151782819173
betaLogPdf	1.0 1.5 0.75	-0.2876820724517809
betaLogPdf	1.0 1.5 0.9999999999999999	-17.962935176730387
betaLogPdf	1.0 2.0 1e-300	0.6931471805599453
betaLogPdf	1.0 2.0 1e-20	0.6931471805599453
betaLogPdf	1.0 2.0 1.1102230246251565e-16	0.6931471805599452
betaLogPdf	1.0 2.0 0.001	0.6921466802263617
betaLogPdf	1.0 2.0 0.25	0.4054651081081644
betaLogPdf	1.0 2.0 0.5	0.0
betaLogPdf	1.0 2.0 0.75	-0.6931471805599453
betaLogPdf	1.0 2.0 0.9999999999999999	-36.04365338911715
betaLogPdf	1.0 3.0 1e-300	1.0986122886681098
betaLogPdf	1.0 3.0 1e-20	1.0986122886681098
betaLogPdf	1.0 3.0 1.1102230246251565e-16	1.0986122886681096
betaLogPdf	1.0 3.0 0.001	1.0966112880009427
betaLogPdf	1.0 3.0 0.25	0.5232481437645479
betaLogPdf	1.0 3.0 0.5	-0.2876820724517809
betaLogPdf	1.0 3.0 0.75	-1.6739764335716716
betaLogPdf	1.0 3.0 0.9999999999999999	-72.3749888506861
betaLogPdf	1.0 10.0 1e-300	2.302585092994046
betaLogPdf	1.0 10.0 1e-20	2.302585092994046
betaLogPdf	1.0 10.0 1.1102230246251565e-16	2.3025850929940446
betaLogPdf	1.0 10.0 0.001	2.293580589991794
betaLogPdf	1.0 10.0 0.25	-0.28655355907198266
betaLogPdf	1.0 10.0 0.5	-3.9357395320454622
betaLogPdf	1.0 10.0 0.75	-10.17406415708497
betaLogPdf	1.0 10.0 0.9999999999999999	-328.32862003409986
betaLogPdf	1.0 1000.0 1e-300	6.907755278982137
betaLogPdf	1.0 1000.0 1e-20	6.907755278982137
betaLogPdf	1.0 1000.0 1.1102230246251565e-16	6.907755278982026
betaLogPdf	1.0 1000.0 0.001	5.908255445732187
betaLogPdf	1.0 1000.0 0.25	-280.48663510034703
betaLogPdf	1.0 1000.0 0.5	-685.5462781004032
betaLogPdf	1.0 1000.0 0.75	-1378.0003114797885
betaLogPdf	1.0 1000.0 0.9999999999999999	-36693.15601382844
betaLogPdf	1.0 100000000.0 1e-300	18.420680743952367
betaLogPdf	1.0 100000000.0 1e-20	18.420680743951365
betaLogPdf	1.0 100000000.0 1.1102230246251565e-16	18.420680732850137
betaLogPdf	1.0 100000000.0 0.001	-100031.61167710906
betaLogPdf	1.0 100000000.0 0.25	-28768188.536815275
betaLogPdf	1.0 100000000.0 0.5	-69314698.94216661
betaLogPdf	1.0 100000000.0 0.75	-138629416.30501395
betaLogPdf	1.0 100000000.0 0.9999999999999999	-3673680001.810229
betaLogPdf	1.0 1e+16 1e-300	36.841361487904734
betaLogPdf	1.0 1e+16 1e-20	36.84126148790473
betaLogPdf	1.0 1e+16 1.1102230246251565e-16	35.73113846327958
betaLogPdf	1.0 1e+16 0.001	-10005003335798.492
betaLogPdf	1.0 1e+16 0.25	-2876820724517772.0
betaLogPdf	1.0 1e+16 0.5	-6931471805599416.0
betaLogPdf	1.0 1e+16 0.75	-1.3862943611198868e+16
betaLogPdf	1.0 1e+16 0.9999999999999999	-3.6736800569677094e+17
betaLogPdf	1.0 1e+100 1e-300	230.25850929940458
betaLogPdf	1.0 1e+100 1e-20	-1e+80
betaLogPdf	1.0 1e+100 1.1102230246251565e-16	-1.1102230246251566e+84
betaLogPdf	1.0 1e+100 0.001	-1.0005003335835336e+97
betaLogPdf	1.0 1e+100 0.25	-2.876820724517809e+99
betaLogPdf	1.0 1e+100 0.5	-6.931471805599453e+99
betaLogPdf	1.0 1e+100 0.75	-1.3862943611198906e+100
betaLogPdf	1.0 1e+100 0.9999999999999999	-3.6736800569677104e+101
betaLogPdf	1.0 1e+300 1e-300	689.7755278982137
betaLogPdf	1.0 1e+300 1e-20	-1e+280
betaLogPdf	1.0 1e+300 1.1102230246251565e-16	-1.1102230246251566e+284
betaLogPdf	1.0 1e+300 0.001	-1.0005003335835336e+297
betaLogPdf	1.0 1e+300 0.25	-2.8768207245178094e+299
betaLogPdf	1.0 1e+300 0.5	-6.931471805599454e+299
betaLogPdf	1.0 1e+300 0.75	-1.3862943611198907e+300
betaLogPdf	1.0 1e+300 0.9999999999999999	-3.6736800569677104e+301
betaLogPdf	1.0 8e+307 1e-300	-79999291.0269349
betaLogPdf	1.0 8e+307 1e-20	-7.999999999999999e+287
betaLogPdf	1.0 8e+307 1.1102230246251565e-16	-8.881784197001252e+291
betaLogPdf	1.0 8e+307 0.001	-8.004002668668268e+304
betaLogPdf	1.0 8e+307 0.25	-2.3014565796142473e+307
betaLogPdf	1.0 8e+307 0.5	-5.545177444479563e+307
betaLogPdf	1.0 8e+307 0.75	-1.1090354888959126e+308
betaLogPdf	1.0 8e+307 0.9999999999999999	-Infinity
betaLogPdf	1.5 1e-300 1e-300	-1036.1632918473206
betaLogPdf	1.5 1e-300 1e-20	-713.8013788281542
betaLogPdf	1.5 1e-300 1.1102230246251565e-16	-709.1439281830523
betaLogPdf	1.5 1e-300 0.001	-694.2284050373712
betaLogPdf	1.5 1e-300 0.25	-691.1809930063218
betaLogPdf	1.5 1e-300 0.5	-690.4289543079337
betaLogPdf	1.5 1e-300 0.75	-689.5330745733197
betaLogPdf	1.5 1e-300 0.9999999999999999	-654.0387273285367
betaLogPdf	1.5 1e-100 1e-300	-575.6462732485114
betaLogPdf	1.5 1e-100 1e-20	-253.28436022934503
betaLogPdf	1.5 1e-100 1.1102230246251565e-16	-248.62690958424312
betaLogPdf	1.5 1e-100 0.001	-233.71138643856204
betaLogPdf	1.5 1e-100 0.25	-230.66397440751274
betaLogPdf	1.5 1e-100 0.5	-229.9119357091246
betaLogPdf	1.5 1e-100 0.75	-229.01605597451058
betaLogPdf	1.5 1e-100 0.9999999999999999	-193.52170872972746
betaLogPdf	1.5 1e-10 1e-300	-368.4136148789859
betaLogPdf	1.5 1e-10 1e-20	-46.051701859819545
betaLogPdf	1.5 1e-10 1.1102230246251565e-16	-41.394251214717634
betaLogPdf	1.5 1e-10 0.001	-26.47872806903667
betaLogPdf	1.5 1e-10 0.25	-23.431316038016018
betaLogPdf	1.5 1e-10 0.5	-22.679277339668428
betaLogPdf	1.5 1e-10 0.75	-21.783397605123717
betaLogPdf	1.5 1e-10 0.9999999999999999	13.710949636124335
betaLogPdf	1.5 0.001 1e-300	-352.2949058772537
betaLogPdf	1.5 0.001 1e-20	-29.932992858087307
betaLogPdf	1.5 0.001 1.1102230246251565e-16	-25.2755422129854
betaLogPdf	1.5 0.001 0.001	-10.360020067804667
betaLogPdf	1.5 0.001 0.25	-7.312894718327465
betaLogPdf	1.5 0.001 0.5	-6.561261485047436
betaLogPdf	1.5 0.001 0.75	-5.666074897613969
betaLogPdf	1.5 0.001 0.9999999999999999	29.792921840960574
betaLogPdf	1.5 0.5 1e-300	-345.8393466543963
betaLogPdf	1.5 0.5 1e-20	-23.47743363522991
betaLogPdf	1.5 0.5 1.1102230246251565e-16	-18.819982990128004
betaLogPdf	1.5 0.5 0.001	-3.9049600946137315
betaLogPdf	1.5 0.5 0.25	-1.0008888496235098
betaLogPdf	1.5 0.5 0.5	-0.4515827052894549
betaLogPdf	1.5 0.5 0.75	0.09772343904459999
betaLogPdf	1.5 0.5 0.9999999999999999	17.916817579549097
betaLogPdf	1.5 1.0 1e-300	-344.9822988409987
betaLogPdf	1.5 1.0 1e-20	-22.620385821832294
betaLogPdf	1.5 1.0 1.1102230246251565e-16	-17.962935176730387
betaLogPdf	1.5 1.0 0.001	-3.0484125313829042
betaLogPdf	1.5 1.0 0.25	-0.2876820724517809
betaLogPdf	1.5 1.0 0.5	0.05889151782819173
betaLogPdf	1.5 1.0 0.75	0.26162407188227393
betaLogPdf	1.5 1.0 0.9999999999999999	0.40546510810816433
betaLogPdf	1.5 1.5 1e-300	-344.4530522932764
betaLogPdf	1.5 1.5 1e-20	-22.09113927411002
betaLogPdf	1.5 1.5 1.1102230246251565e-16	-17.433688629008117
betaLogPdf	1.5 1.5 0.001	-2.5196662338274245
betaLogPdf	1.5 1.5 0.25	0.09772343904459999
betaLogPdf	1.5 1.5 0.5	0.24156447527049044
betaLogPdf	1.5 1.5 0.75	0.09772343904459999
betaLogPdf	1.5 1.5 0.9999999999999999	-17.433688629008117
betaLogPdf	1.5 2.0 1e-300	-344.06600810912454
betaLogPdf	1.5 2.0 1e-20	-21.704095089958138
betaLogPdf	1.5 2.0 1.1102230246251565e-16	-17.04664444485623
betaLogPdf	1.5 2.0 0.001	-2.1331222998423325
betaLogPdf	1.5 2.0 0.25	0.3409265869705932
betaLogPdf	1.5 2.0 0.5	0.2820350691424015
betaLogPdf	1.5 2.0 0.75	-0.20837955736346164
betaLogPdf	1.5 2.0 0.9999999999999999	-35.415044729694785
betaLogPdf	1.5 3.0 1e-300	-343.5063923211891
betaLogPdf	1.5 3.0 1e-20	-21.144479302022713
betaLogPdf	1.5 3.0 1.1102230246251565e-16	-16.48702865692081
betaLogPdf	1.5 3.0 0.001	-1.5745070122404934
betaLogPdf	1.5 3.0 0.25	0.612860302454235
betaLogPdf	1.5 3.0 0.5	0.14850367651787885
betaLogPdf	1.5 3.0 0.75	-1.0350581305479296
betaLogPdf	1.5 3.0 0.9999999999999999	-71.59222951143646
betaLogPdf	1.5 10.0 1e-300	-341.77680871498586
betaLogPdf	1.5 10.0 1e-20	-19.41489569581944
betaLogPdf	1.5 10.0 1.1102230246251565e-16	-14.757445050717536
betaLogPdf	1.5 10.0 0.001	0.1480730916276966
betaLogPdf	1.5 10.0 0.25	0.32866940149504326
betaLogPdf	1.5 10.0 0.5	-2.9739429811984635
betaLogPdf	1.5 10.0 0.75	-9.009535052183889
betaLogPdf	1.5 10.0 0.9999999999999999	-327.0202498929729
betaLogPdf	1.5 1000.0 1e-300	-334.90497391795157
betaLogPdf	1.5 1000.0 1e-20	-12.543060898785146
betaLogPdf	1.5 1000.0 1.1102230246251565e-16	-7.8856102536833514
betaLogPdf	1.5 1000.0 0.001	6.0294125584142915
betaLogPdf	1.5 1000.0 0.25	-277.60474752873375
betaLogPdf	1.5 1000.0 0.5	-682.3178169385101
betaLogPdf	1.5 1000.0 0.75	-1374.5691177638414
betaLogPdf	1.5 1000.0 0.9999999999999999	-36689.58097907627
betaLogPdf	1.5 100000000.0 1e-300	-317.63596059179304
betaLogPdf	1.5 100000000.0 1e-20	4.725952427372336
betaLogPdf	1.5 100000000.0 1.1102230246251565e-16	9.383403061373013
betaLogPdf	1.5 100000000.0 0.001	-100025.7344321352
betaLogPdf	1.5 100000000.0 0.25	-28768179.898839843
betaLogPdf	1.5 100000000.0 0.5	-69314689.95761758
betaLogPdf	1.5 100000000.0 0.75	-138629407.11773238
betaLogPdf	1.5 100000000.0 0.9999999999999999	-3673679992.4791064
betaLogPdf	1.5 1e+16 1e-300	-290.0049394796145
betaLogPdf	1.5 1e+16 1e-20	32.356873539551884
betaLogPdf	1.5 1e+16 1.1102230246251565e-16	35.904201160028634
betaLogPdf	1.5 1e+16 0.001	-10005003335783.404
betaLogPdf	1.5 1e+16 0.25	-2876820724517754.5
betaLogPdf	1.5 1e+16 0.5	-6931471805599397.0
betaLogPdf	1.5 1e+16 0.75	-1.386294361119885e+16
betaLogPdf	1.5 1e+16 0.9999999999999999	-3.6736800569677094e+17
betaLogPdf	1.5 1e+100 1e-300	0.12078223763524526
betaLogPdf	1.5 1e+100 1e-20	-1e+80
betaLogPdf	1.5 1e+100 1.1102230246251565e-16	-1.1102230246251566e+84
betaLogPdf	1.5 1e+100 0.001	-1.0005003335835336e+97
betaLogPdf	1.5 1e+100 0.25	-2.876820724517809e+99
betaLogPdf	1.5 1e+100 0.5	-6.931471805599453e+99
betaLogPdf	1.5 1e+100 0.75	-1.3862943611198906e+100
betaLogPdf	1.5 1e+100 0.9999999999999999	-3.6736800569677104e+101
betaLogPdf	1.5 1e+300 1e-300	689.8963101358489
betaLogPdf	1.5 1e+300 1e-20	-1e+280
betaLogPdf	1.5 1e+300 1.1102230246251565e-16	-1.1102230246251566e+284
betaLogPdf	1.5 1e+300 0.001	-1.0005003335835336e+297
betaLogPdf	1.5 1e+300 0.25	-2.8768207245178094e+299
betaLogPdf	1.5 1e+300 0.5	-6.931471805599454e+299
betaLogPdf	1.5 1e+300 0.75	-1.3862943611198907e+300
betaLogPdf	1.5 1e+300 0.9999999999999999	-3.6736800569677104e+301
betaLogPdf	1.5 8e+307 1e-300	-79999281.80738407
betaLogPdf	1.5 8e+307 1e-20	-7.999999999999999e+287
betaLogPdf	1.5 8e+307 1.1102230246251565e-16	-8.881784197001252e+291
betaLogPdf	1.5 8e+307 0.001	-8.004002668668268e+304
betaLogPdf	1.5 8e+307 0.25	-2.3014565796142473e+307
betaLogPdf	1.5 8e+307 0.5	-5.545177444479563e+307
betaLogPdf	1.5 8e+307 0.75	-1.1090354888959126e+308
betaLogPdf	1.5 8e+307 0.9999999999999999	-Infinity
betaLogPdf	2.0 1e-300 1e-300	-1381.5510557964274
betaLogPdf	2.0 1e-300 1e-20	-736.8272297580946
betaLogPdf	2.0 1e-300 1.1102230246251565e-16	-727.5123284678908
betaLogPdf	2.0 1e-300 0.001	-697.6822826768623
betaLogPdf	2.0 1e-300 0.25	-691.8741401868818
betaLogPdf	2.0 1e-300 0.5	-690.7755278982137
betaLogPdf	2.0 1e-300 0.75	-689.6769156095456
betaLogPdf	2.0 1e-300 0.9999999999999999	-654.0387273285367
betaLogPdf	2.0 1e-100 1e-300	-921.0340371976183
betaLogPdf	2.0 1e-100 1e-20	-276.3102111592855
betaLogPdf	2.0 1e-100 1.1102230246251565e-16	-266.99530986908167
betaLogPdf	2.0 1e-100 0.001	-237.16526407805313
betaLogPdf	2.0 1e-100 0.25	-231.3571215880727
betaLogPdf	2.0 1e-100 0.5	-230.25850929940458
betaLogPdf	2.0 1e-100 0.75	-229.15989701073647
betaLogPdf	2.0 1e-100 0.9999999999999999	-193.52170872972746
betaLogPdf	2.0 1e-10 1e-300	-713.8013788280541
betaLogPdf	2.0 1e-10 1e-20	-69.07755278972137
betaLogPdf	2.0 1e-10 1.1102230246251565e-16	-59.76265149951756
betaLogPdf	2.0 1e-10 0.001	-29.93260570848911
betaLogPdf	2.0 1e-10 0.25	-24.124463218537336
betaLogPdf	2.0 1e-10 0.5	-23.025850929909772
betaLogPdf	2.0 1e-10 0.75	-21.927238641310975
betaLogPdf	2.0 1e-10 0.9999999999999999	13.710949636162965
betaLogPdf	2.0 0.001 1e-300	-697.6822836768628
betaLogPdf	2.0 0.001 1e-20	-52.958457638529964
betaLogPdf	2.0 0.001 1.1102230246251565e-16	-43.64355634832616
betaLogPdf	2.0 0.001 0.001	-13.813511557797941
betaLogPdf	2.0 0.001 0.25	-8.005655749389614
betaLogPdf	2.0 0.001 0.5	-6.9074489258296135
betaLogPdf	2.0 0.001 0.75	-5.809529784342064
betaLogPdf	2.0 0.001 0.9999999999999999	29.79330799045837
betaLogPdf	2.0 0.5 1e-300	-691.0632099706655
betaLogPdf	2.0 0.5 1e-20	-46.339383932332694
betaLogPdf	2.0 0.5 1.1102230246251565e-16	-37.02448264212888
betaLogPdf	2.0 0.5 0.001	-7.194937101267127
betaLogPdf	2.0 0.5 0.25	-1.5301353973457812
betaLogPdf	2.0 0.5 0.5	-0.6342556627317536
betaLogPdf	2.0 0.5 0.75	0.11778303565638346
betaLogPdf	2.0 0.5 0.9999999999999999	18.08071821238677
betaLogPdf	2.0 1.0 1e-300	-690.0823807176538
betaLogPdf	2.0 1.0 1e-20	-45.35855467932097
betaLogPdf	2.0 1.0 1.1102230246251565e-16	-36.04365338911715
betaLogPdf	2.0 1.0 0.001	-6.214608098422191
betaLogPdf	2.0 1.0 0.25	-0.6931471805599453
betaLogPdf	2.0 1.0 0.5	0.0
betaLogPdf	2.0 1.0 0.75	0.4054651081081644
betaLogPdf	2.0 1.0 0.9999999999999999	0.6931471805599452
betaLogPdf	2.0 1.5 1e-300	-689.4537720582314
betaLogPdf	2.0 1.5 1e-20	-44.72994601989859
betaLogPdf	2.0 1.5 1.1102230246251565e-16	-35.415044729694785
betaLogPdf	2.0 1.5 0.001	-5.586499689166609
betaLogPdf	2.0 1.5 0.25	-0.20837955736346164
betaLogPdf	2.0 1.5 0.5	0.2820350691424015
betaLogPdf	2.0 1.5 0.75	0.3409265869705932
betaLogPdf	2.0 1.5 0.9999999999999999	-17.04664444485623
betaLogPdf	2.0 2.0 1e-300	-688.9837684289856
betaLogPdf	2.0 2.0 1e-20	-44.25994239065286
betaLogPdf	2.0 2.0 1.1102230246251565e-16	-34.945041100449046
betaLogPdf	2.0 2.0 0.001	-5.116996310087665
betaLogPdf	2.0 2.0 0.25	0.11778303565638346
betaLogPdf	2.0 2.0 0.5	0.4054651081081644
betaLogPdf	2.0 2.0 0.75	0.11778303565638346
betaLogPdf	2.0 2.0 0.9999999999999999	-34.945041100449046
betaLogPdf	2.0 3.0 1e-300	-688.2906212484257
betaLogPdf	2.0 3.0 1e-20	-43.56679521009291
betaLogPdf	2.0 3.0 1.1102230246251565e-16	-34.2518939198891
betaLogPdf	2.0 3.0 0.001	-4.424849629861304
betaLogPdf	2.0 3.0 0.25	0.5232481437645479
betaLogPdf	2.0 3.0 0.5	0.4054651081081644
betaLogPdf	2.0 3.0 0.75	-0.5753641449035618
betaLogPdf	2.0 3.0 0.9999999999999999	-70.9886944895662
betaLogPdf	2.0 10.0 1e-300	-686.0750475324213
betaLogPdf	2.0 10.0 1e-20	-41.3512214940885
betaLogPdf	2.0 10.0 1.1102230246251565e-16	-32.036320203884685
betaLogPdf	2.0 10.0 0.001	-2.2162794161919726
betaLogPdf	2.0 10.0 0.25	0.7250473526064972
betaLogPdf	2.0 10.0 0.5	-2.230991439807037
betaLogPdf	2.0 10.0 0.75	-8.06385095673838
betaLogPdf	2.0 10.0 0.9999999999999999	-325.9307247613015
betaLogPdf	2.0 1000.0 1e-300	-676.9590178399163
betaLogPdf	2.0 1000.0 1e-20	-32.235191801583554
betaLogPdf	2.0 1000.0 1.1102230246251565e-16	-22.920290511379854
betaLogPdf	2.0 1000.0 0.001	5.90925494606527
betaLogPdf	2.0 1000.0 0.25	-274.9641746821517
betaLogPdf	2.0 1000.0 0.5	-679.330670501648
betaLogPdf	2.0 1000.0 0.75	-1371.3792387729252
betaLogPdf	2.0 1000.0 0.9999999999999999	-36686.24725904912
betaLogPdf	2.0 100000000.0 1e-300	-653.934166400309
betaLogPdf	2.0 100000000.0 1e-20	-9.210340361977183
betaLogPdf	2.0 100000000.0 1.1102230246251565e-16	0.10456091712539936
betaLogPdf	2.0 100000000.0 0.001	-100020.0987516341
betaLogPdf	2.0 100000000.0 0.25	-28768171.50242888
betaLogPdf	2.0 100000000.0 0.5	-69314681.21463303
betaLogPdf	2.0 100000000.0 0.75	-138629398.17201528
betaLogPdf	2.0 100000000.0 0.9999999999999999	-3673679983.3895483
betaLogPdf	2.0 1e+16 1e-300	-617.0928049224043
betaLogPdf	2.0 1e+16 1e-20	27.630921115928547
betaLogPdf	2.0 1e+16 1.1102230246251565e-16	35.835699381507204
betaLogPdf	2.0 1e+16 0.001	-10005003335768.559
betaLogPdf	2.0 1e+16 0.25	-2876820724517736.5
betaLogPdf	2.0 1e+16 0.5	-6931471805599379.0
betaLogPdf	2.0 1e+16 0.75	-1.3862943611198832e+16
betaLogPdf	2.0 1e+16 0.9999999999999999	-3.673680056967709e+17
betaLogPdf	2.0 1e+100 1e-300	-230.25850929940458
betaLogPdf	2.0 1e+100 1e-20	-1e+80
betaLogPdf	2.0 1e+100 1.1102230246251565e-16	-1.1102230246251566e+84
betaLogPdf	2.0 1e+100 0.001	-1.0005003335835336e+97
betaLogPdf	2.0 1e+100 0.25	-2.876820724517809e+99
betaLogPdf	2.0 1e+100 0.5	-6.931471805599453e+99
betaLogPdf	2.0 1e+100 0.75	-1.3862943611198906e+100
betaLogPdf	2.0 1e+100 0.9999999999999999	-3.6736800569677104e+101
betaLogPdf	2.0 1e+300 1e-300	689.7755278982137
betaLogPdf	2.0 1e+300 1e-20	-1e+280
betaLogPdf	2.0 1e+300 1.1102230246251565e-16	-1.1102230246251566e+284
betaLogPdf	2.0 1e+300 0.001	-1.0005003335835336e+297
betaLogPdf	2.0 1e+300 0.25	-2.8768207245178094e+299
betaLogPdf	2.0 1e+300 0.5	-6.931471805599454e+299
betaLogPdf	2.0 1e+300 0.75	-1.3862943611198907e+300
betaLogPdf	2.0 1e+300 0.9999999999999999	-3.6736800569677104e+301
betaLogPdf	2.0 8e+307 1e-300	-79999272.82939772
betaLogPdf	2.0 8e+307 1e-20	-7.999999999999999e+287
betaLogPdf	2.0 8e+307 1.1102230246251565e-16	-8.881784197001252e+291
betaLogPdf	2.0 8e+307 0.001	-8.004002668668268e+304
betaLogPdf	2.0 8e+307 0.25	-2.3014565796142473e+307
betaLogPdf	2.0 8e+307 0.5	-5.545177444479563e+307
betaLogPdf	2.0 8e+307 0.75	-1.1090354888959126e+308
betaLogPdf	2.0 8e+307 0.9999999999999999	-Infinity
betaLogPdf	3.0 1e-300 1e-300	-2072.326583694641
betaLogPdf	3.0 1e-300 1e-20	-782.8789316179756
betaLogPdf	3.0 1e-300 1.1102230246251565e-16	-764.2491290375679
betaLogPdf	3.0 1e-300 0.001	-704.5900379558444
betaLogPdf	3.0 1e-300 0.25	-693.2604345480017
betaLogPdf	3.0 1e-300 0.5	-691.4686750787737
betaLogPdf	3.0 1e-300 0.75	-689.9645976819974
betaLogPdf	3.0 1e-300 0.9999999999999999	-654.0387273285367
betaLogPdf	3.0 1e-100 1e-300	-1611.8095650958319
betaLogPdf	3.0 1e-100 1e-20	-322.3619130191664
betaLogPdf	3.0 1e-100 1.1102230246251565e-16	-303.73211043875875
betaLogPdf	3.0 1e-100 0.001	-244.07301935703526
betaLogPdf	3.0 1e-100 0.25	-232.74341594919258
betaLogPdf	3.0 1e-100 0.5	-230.95165647996453
betaLogPdf	3.0 1e-100 0.75	-229.44757908318823
betaLogPdf	3.0 1e-100 0.9999999999999999	-193.52170872972746
betaLogPdf	3.0 1e-10 1e-300	-1404.5769067262179
betaLogPdf	3.0 1e-10 1e-20	-115.12925464955228
betaLogPdf	3.0 1e-10 1.1102230246251565e-16	-96.49945206914465
betaLogPdf	3.0 1e-10 0.001	-36.84036098742125
betaLogPdf	3.0 1e-10 0.25	-25.510757579607226
betaLogPdf	3.0 1e-10 0.5	-23.718998110419715
betaLogPdf	3.0 1e-10 0.75	-22.214920713712758
betaLogPdf	3.0 1e-10 0.9999999999999999	13.710949636212964
betaLogPdf	3.0 0.001 1e-300	-1388.4573117000348
betaLogPdf	3.0 0.001 1e-20	-99.00965962336923
betaLogPdf	3.0 0.001 1.1102230246251565e-16	-80.3798570429616
betaLogPdf	3.0 0.001 0.001	-20.720766961738427
betaLogPdf	3.0 0.001 0.25	-9.391450235467854
betaLogPdf	3.0 0.001 0.5	-7.600096231347908
betaLogPdf	3.0 0.001 0.75	-6.096711981752193
betaLogPdf	3.0 0.001 0.9999999999999999	29.79380786550002
betaLogPdf	3.0 0.5 1e-300	-1381.615594317565
betaLogPdf	3.0 0.5 1e-20	-92.1679422408994
betaLogPdf	3.0 0.5 1.1102230246251565e-16	-73.53813966049178
betaLogPdf	3.0 0.5 0.001	-13.879548828935054
betaLogPdf	3.0 0.5 0.25	-2.693286207151462
betaLogPdf	3.0 0.5 0.5	-1.1042592919774892
betaLogPdf	3.0 0.5 0.75	0.053244514518812285
betaLogPdf	3.0 0.5 0.9999999999999999	18.30386176370098
betaLogPdf	3.0 1.0 1e-300	-1380.4524435077592
betaLogPdf	3.0 1.0 1e-20	-91.00479143109372
betaLogPdf	3.0 1.0 1.1102230246251565e-16	-72.3749888506861
betaLogPdf	3.0 1.0 0.001	-12.716898269296165
betaLogPdf	3.0 1.0 0.25	-1.6739764335716716
betaLogPdf	3.0 1.0 0.5	-0.2876820724517809
betaLogPdf	3.0 1.0 0.75	0.5232481437645479
betaLogPdf	3.0 1.0 0.9999999999999999	1.0986122886681096
betaLogPdf	3.0 1.5 1e-300	-1379.6696841685098
betaLogPdf	3.0 1.5 1e-20	-90.22203209184408
betaLogPdf	3.0 1.5 1.1102230246251565e-16	-71.59222951143646
betaLogPdf	3.0 1.5 0.001	-11.934639180213324
betaLogPdf	3.0 1.5 0.25	-1.0350581305479296
betaLogPdf	3.0 1.5 0.5	0.14850367651787885
betaLogPdf	3.0 1.5 0.75	0.612860302454235
betaLogPdf	3.0 1.5 0.9999999999999999	-16.48702865692081
betaLogPdf	3.0 2.0 1e-300	-1379.0661491466394
betaLogPdf	3.0 2.0 1e-20	-89.61849706997383
betaLogPdf	3.0 2.0 1.1102230246251565e-16	-70.9886944895662
betaLogPdf	3.0 2.0 0.001	-11.331604408509858
betaLogPdf	3.0 2.0 0.25	-0.5753641449035618
betaLogPdf	3.0 2.0 0.5	0.4054651081081644
betaLogPdf	3.0 2.0 0.75	0.5232481437645479
betaLogPdf	3.0 2.0 0.9999999999999999	-34.2518939198891
betaLogPdf	3.0 3.0 1e-300	-1378.1498584147653
betaLogPdf	3.0 3.0 1e-20	-88.70220633809967
betaLogPdf	3.0 3.0 1.1102230246251565e-16	-70.07240375769204
betaLogPdf	3.0 3.0 0.001	-10.416314176969285
betaLogPdf	3.0 3.0 0.25	0.053244514518812285
betaLogPdf	3.0 3.0 0.5	0.6286086594223741
betaLogPdf	3.0 3.0 0.75	0.053244514518812285
betaLogPdf	3.0 3.0 0.9999999999999999	-70.07240375769204
betaLogPdf	3.0 10.0 1e-300	-1375.058815961407
betaLogPdf	3.0 10.0 1e-20	-85.61116388474136
betaLogPdf	3.0 10.0 1.1102230246251565e-16	-66.98136130433373
betaLogPdf	3.0 10.0 0.001	-7.332275225946055
betaLogPdf	3.0 10.0 0.25	1.1305124607146617
betaLogPdf	3.0 10.0 0.5	-1.1323791511389272
betaLogPdf	3.0 10.0 0.75	-6.559773559962106
betaLogPdf	3.0 10.0 0.9999999999999999	-324.13896529207346
betaLogPdf	3.0 1000.0 1e-300	-1361.5179396370452
betaLogPdf	3.0 1000.0 1e-20	-72.07028756037961
betaLogPdf	3.0 1000.0 1.1102230246251565e-16	-53.44048497997209
betaLogPdf	3.0 1000.0 0.001	5.218105768167998
betaLogPdf	3.0 1000.0 0.25	-270.1338629421867
betaLogPdf	3.0 1000.0 0.5	-673.807211581123
betaLogPdf	3.0 1000.0 0.75	-1365.450314744292
betaLogPdf	3.0 1000.0 0.9999999999999999	-36680.030652948044
betaLogPdf	3.0 100000000.0 1e-300	-1326.9821607151302
betaLogPdf	3.0 100000000.0 1e-20	-37.534508638465674
betaLogPdf	3.0 100000000.0 1.1102230246251565e-16	-18.904706069159282
betaLogPdf	3.0 100000000.0 0.001	-100009.27897332968
betaLogPdf	3.0 100000000.0 0.25	-28768155.16118966
betaLogPdf	3.0 100000000.0 0.5	-69314664.18024664
betaLogPdf	3.0 100000000.0 0.75	-138629380.73216376
betaLogPdf	3.0 100000000.0 0.9999999999999999	-3673679965.6620145
betaLogPdf	3.0 1e+16 1e-300	-1271.720118513273
betaLogPdf	3.0 1e+16 1e-20	17.72743356339242
betaLogPdf	3.0 1e+16 1.1102230246251565e-16	35.24711311917489
betaLogPdf	3.0 1e+16 0.001	-10005003335739.318
betaLogPdf	3.0 1e+16 0.25	-2876820724517702.0
betaLogPdf	3.0 1e+16 0.5	-6931471805599344.0
betaLogPdf	3.0 1e+16 0.75	-1.3862943611198796e+16
betaLogPdf	3.0 1e+16 0.9999999999999999	-3.673680056967709e+17
betaLogPdf	3.0 1e+100 1e-300	-691.4686750787737
betaLogPdf	3.0 1e+100 1e-20	-1e+80
betaLogPdf	3.0 1e+100 1.1102230246251565e-16	-1.1102230246251566e+84
betaLogPdf	3.0 1e+100 0.001	-1.0005003335835336e+97
betaLogPdf	3.0 1e+100 0.25	-2.876820724517809e+99
betaLogPdf	3.0 1e+100 0.5	-6.931471805599453e+99
betaLogPdf	3.0 1e+100 0.75	-1.3862943611198906e+100
betaLogPdf	3.0 1e+100 0.9999999999999999	-3.6736800569677104e+101
betaLogPdf	3.0 1e+300 1e-300	689.0823807176538
betaLogPdf	3.0 1e+300 1e-20	-1e+280
betaLogPdf	3.0 1e+300 1.1102230246251565e-16	-1.1102230246251566e+284
betaLogPdf	3.0 1e+300 0.001	-1.0005003335835336e+297
betaLogPdf	3.0 1e+300 0.25	-2.8768207245178094e+299
betaLogPdf	3.0 1e+300 0.5	-6.931471805599454e+299
betaLogPdf	3.0 1e+300 0.75	-1.3862943611198907e+300
betaLogPdf	3.0 1e+300 0.9999999999999999	-3.6736800569677104e+301
betaLogPdf	3.0 8e+307 1e-300	-79999255.3250077
betaLogPdf	3.0 8e+307 1e-20	-7.999999999999999e+287
betaLogPdf	3.0 8e+307 1.1102230246251565e-16	-8.881784197001252e+291
betaLogPdf	3.0 8e+307 0.001	-8.004002668668268e+304
betaLogPdf	3.0 8e+307 0.25	-2.3014565796142473e+307
betaLogPdf	3.0 8e+307 0.5	-5.545177444479563e+307
betaLogPdf	3.0 8e+307 0.75	-1.1090354888959126e+308
betaLogPdf	3.0 8e+307 0.9999999999999999	-Infinity
betaLogPdf	10.0 1e-300 1e-300	-6907.7552789821375
betaLogPdf	10.0 1e-300 1e-20	-1105.240844637142
betaLogPdf	10.0 1e-300 1.1102230246251565e-16	-1021.4067330253076
betaLogPdf	10.0 1e-300 0.001	-752.9443249087194
betaLogPdf	10.0 1e-300 0.25	-702.9644950758409
betaLogPdf	10.0 1e-300 0.5	-696.3207053426933
betaLogPdf	10.0 1e-300 0.75	-691.9783721891598
betaLogPdf	10.0 1e-300 0.9999999999999999	-654.0387273285367
betaLogPdf	10.0 1e-100 1e-300	-6447.2382603833275
betaLogPdf	10.0 1e-100 1e-20	-644.7238260383328
betaLogPdf	10.0 1e-100 1.1102230246251565e-16	-560.8897144264985
betaLogPdf	10.0 1e-100 0.001	-292.4273063099102
betaLogPdf	10.0 1e-100 0.25	-242.4474764770318
betaLogPdf	10.0 1e-100 0.5	-235.80368674388413
betaLogPdf	10.0 1e-100 0.75	-231.4613535903507
betaLogPdf	10.0 1e-100 0.9999999999999999	-193.52170872972746
betaLogPdf	10.0 1e-10 1e-300	-6240.005602013581
betaLogPdf	10.0 1e-10 1e-20	-437.4911676685858
betaLogPdf	10.0 1e-10 1.1102230246251565e-16	-353.65705605675146
betaLogPdf	10.0 1e-10 0.001	-85.1946479401633
betaLogPdf	10.0 1e-10 0.25	-35.21481810731356
betaLogPdf	10.0 1e-10 0.5	-28.57102837420644
betaLogPdf	10.0 1e-10 0.75	-24.228695220742328
betaLogPdf	10.0 1e-10 0.9999999999999999	13.71094963634586
betaLogPdf	10.0 0.001 1e-300	-6223.884678164137
betaLogPdf	10.0 0.001 1e-20	-421.3702438191417
betaLogPdf	10.0 0.001 1.1102230246251565e-16	-337.5361322073074
betaLogPdf	10.0 0.001 0.001	-69.07372509121944
betaLogPdf	10.0 0.001 0.25	-19.094181939913145
betaLogPdf	10.0 0.001 0.5	-12.450797671873582
betaLogPdf	10.0 0.001 0.75	-8.109157665520717
betaLogPdf	10.0 0.001 0.9999999999999999	29.79513668889396
betaLogPdf	10.0 0.5 1e-300	-6216.413318287526
betaLogPdf	10.0 0.5 1e-20	-413.89888394253063
betaLogPdf	10.0 0.5 1.1102230246251565e-16	-330.0647723306963
betaLogPdf	10.0 0.5 0.001	-61.602864464274845
betaLogPdf	10.0 0.5 0.25	-11.766375417455532
betaLogPdf	10.0 0.5 0.5	-5.325318238361941
betaLogPdf	10.0 0.5 0.75	-1.3295586751084891
betaLogPdf	10.0 0.5 0.9999999999999999	18.934833081236143
betaLogPdf	10.0 1.0 1e-300	-6214.677165990929
betaLogPdf	10.0 1.0 1e-20	-412.1627316459342
betaLogPdf	10.0 1.0 1.1102230246251565e-16	-328.32862003409986
betaLogPdf	10.0 1.0 0.001	-59.86721241784519
betaLogPdf	10.0 1.0 0.25	-10.17406415708497
betaLogPdf	10.0 1.0 0.5	-3.9357395320454622
betaLogPdf	10.0 1.0 0.75	-0.28655355907198266
betaLogPdf	10.0 1.0 0.9999999999999999	2.3025850929940446
betaLogPdf	10.0 1.5 1e-300	-6213.368795849802
betaLogPdf	10.0 1.5 1e-20	-410.85436150480723
betaLogPdf	10.0 1.5 1.1102230246251565e-16	-327.0202498929729
betaLogPdf	10.0 1.5 0.001	-58.55934252688501
betaLogPdf	10.0 1.5 0.25	-9.009535052183889
betaLogPdf	10.0 1.5 0.5	-2.9739429811984635
betaLogPdf	10.0 1.5 0.75	0.32866940149504326
betaLogPdf	10.0 1.5 0.9999999999999999	-14.757445050717536
betaLogPdf	10.0 2.0 1e-300	-6212.279270718131
betaLogPdf	10.0 2.0 1e-20	-409.7648363731358
betaLogPdf	10.0 2.0 1.1102230246251565e-16	-325.9307247613015
betaLogPdf	10.0 2.0 0.001	-57.4703176453804
betaLogPdf	10.0 2.0 0.25	-8.06385095673838
betaLogPdf	10.0 2.0 0.5	-2.230991439807037
betaLogPdf	10.0 2.0 0.75	0.7250473526064972
betaLogPdf	10.0 2.0 0.9999999999999999	-32.036320203884685
betaLogPdf	10.0 3.0 1e-300	-6210.487511248903
betaLogPdf	10.0 3.0 1e-20	-407.9730769039077
betaLogPdf	10.0 3.0 1.1102230246251565e-16	-324.13896529207346
betaLogPdf	10.0 3.0 0.001	-55.67955867648593
betaLogPdf	10.0 3.0 0.25	-6.559773559962106
betaLogPdf	10.0 3.0 0.5	-1.1323791511389272
betaLogPdf	10.0 3.0 0.75	1.1305124607146617
betaLogPdf	10.0 3.0 0.9999999999999999	-66.98136130433373
betaLogPdf	10.0 10.0 1e-300	-6203.243521856887
betaLogPdf	10.0 10.0 1e-20	-400.7290875118917
betaLogPdf	10.0 10.0 1.1102230246251565e-16	-316.8949759000574
betaLogPdf	10.0 10.0 0.001	-48.44257278680493
betaLogPdf	10.0 10.0 0.25	-1.3295586751084891
betaLogPdf	10.0 10.0 0.5	1.2595799769575393
betaLogPdf	10.0 10.0 0.75	-1.3295586751084891
betaLogPdf	10.0 10.0 0.9999999999999999	-316.8949759000574
betaLogPdf	10.0 1000.0 1e-300	-6160.659167602993
betaLogPdf	10.0 1000.0 1e-20	-358.1447332579976
betaLogPdf	10.0 1000.0 1.1102230246251565e-16	-274.3106216461634
betaLogPdf	10.0 1000.0 0.001	-6.84871386315853
betaLogPdf	10.0 1000.0 0.25	-243.5504561484775
betaLogPdf	10.0 1000.0 0.5	-642.3717745234942
betaLogPdf	10.0 1000.0 0.75	-1331.176621929906
betaLogPdf	10.0 1000.0 0.9999999999999999	-36643.743185626496
betaLogPdf	10.0 100000000.0 1e-300	-6045.574770674481
betaLogPdf	10.0 100000000.0 1e-20	-243.06033632948706
betaLogPdf	10.0 100000000.0 1.1102230246251565e-16	-159.22622472875398
betaLogPdf	10.0 100000000.0 0.001	-99940.79717495441
betaLogPdf	10.0 100000000.0 0.25	-28768048.029164862
betaLogPdf	10.0 100000000.0 0.5	-69314552.19619156
betaLogPdf	10.0 100000000.0 0.75	-138629265.90985295
betaLogPdf	10.0 100000000.0 0.9999999999999999	-3673679848.825929
betaLogPdf	10.0 1e+16 1e-300	-5861.367963684957
betaLogPdf	10.0 1e+16 1e-20	-58.85362933996238
betaLogPdf	10.0 1e+16 1.1102230246251565e-16	23.870359247246775
betaLogPdf	10.0 1e+16 0.001	-10005003335541.893
betaLogPdf	10.0 1e+16 0.25	-2876820724517466.0
betaLogPdf	10.0 1e+16 0.5	-6931471805599103.0
betaLogPdf	10.0 1e+16 0.75	-1.3862943611198552e+16
betaLogPdf	10.0 1e+16 0.9999999999999999	-3.673680056967706e+17
betaLogPdf	10.0 1e+100 1e-300	-3927.1964855699593
betaLogPdf	10.0 1e+100 1e-20	-1e+80
betaLogPdf	10.0 1e+100 1.1102230246251565e-16	-1.1102230246251566e+84
betaLogPdf	10.0 1e+100 0.001	-1.0005003335835336e+97
betaLogPdf	10.0 1e+100 0.25	-2.876820724517809e+99
betaLogPdf	10.0 1e+100 0.5	-6.931471805599453e+99
betaLogPdf	10.0 1e+100 0.75	-1.3862943611198906e+100
betaLogPdf	10.0 1e+100 0.9999999999999999	-3.6736800569677104e+101
betaLogPdf	10.0 1e+300 1e-300	676.9737004181322
betaLogPdf	10.0 1e+300 1e-20	-1e+280
betaLogPdf	10.0 1e+300 1.1102230246251565e-16	-1.1102230246251566e+284
betaLogPdf	10.0 1e+300 0.001	-1.0005003335835336e+297
betaLogPdf	10.0 1e+300 0.25	-2.8768207245178094e+299
betaLogPdf	10.0 1e+300 0.5	-6.931471805599454e+299
betaLogPdf	10.0 1e+300 0.75	-1.3862943611198907e+300
betaLogPdf	10.0 1e+300 0.9999999999999999	-3.6736800569677104e+301
betaLogPdf	10.0 8e+307 1e-300	-79999140.05092765
betaLogPdf	10.0 8e+307 1e-20	-7.999999999999999e+287
betaLogPdf	10.0 8e+307 1.1102230246251565e-16	-8.881784197001252e+291
betaLogPdf	10.0 8e+307 0.001	-8.004002668668268e+304
betaLogPdf	10.0 8e+307 0.25	-2.3014565796142473e+307
betaLogPdf	10.0 8e+307 0.5	-5.545177444479563e+307
betaLogPdf	10.0 8e+307 0.75	-1.1090354888959126e+308
betaLogPdf	10.0 8e+307 0.9999999999999999	-Infinity
betaLogPdf	1000.0 1e-300 1e-300	-690775.5278982137
betaLogPdf	1000.0 1e-300 1e-20	-46696.42568591925
betaLogPdf	1000.0 1e-300 1.1102230246251565e-16	-37390.83929700564
betaLogPdf	1000.0 1e-300 0.001	-7591.622051101035
betaLogPdf	1000.0 1e-300 0.25	-2075.3959125845327
betaLogPdf	1000.0 1e-300 0.5	-1382.5364140970391
betaLogPdf	1000.0 1e-300 0.75	-976.7836239164229
betaLogPdf	1000.0 1e-300 0.9999999999999999	-654.0387273285368
betaLogPdf	1000.0 1e-100 1e-300	-690315.0108796149
betaLogPdf	1000.0 1e-100 1e-20	-46235.90866732044
betaLogPdf	1000.0 1e-100 1.1102230246251565e-16	-36930.32227840683
betaLogPdf	1000.0 1e-100 0.001	-7131.105032502226
betaLogPdf	1000.0 1e-100 0.25	-1614.8788939857236
betaLogPdf	1000.0 1e-100 0.5	-922.01939549823
betaLogPdf	1000.0 1e-100 0.75	-516.2666053176139
betaLogPdf	1000.0 1e-100 0.9999999999999999	-193.52170872972758
betaLogPdf	1000.0 1e-10 1e-300	-690107.7782212447
betaLogPdf	1000.0 1e-10 1e-20	-46028.67600895023
betaLogPdf	1000.0 1e-10 1.1102230246251565e-16	-36723.08962003662
betaLogPdf	1000.0 1e-10 0.001	-6923.872374132014
betaLogPdf	1000.0 1e-10 0.25	-1407.6462356155398
betaLogPdf	1000.0 1e-10 0.5	-714.7867371280868
betaLogPdf	1000.0 1e-10 0.75	-309.0339469475399
betaLogPdf	1000.0 1e-10 0.9999999999999999	13.7109496368113
betaLogPdf	1000.0 0.001 1e-300	-690091.6526419452
betaLogPdf	1000.0 0.001 1e-20	-46012.55042965072
betaLogPdf	1000.0 0.001 1.1102230246251565e-16	-36706.96404073711
betaLogPdf	1000.0 0.001 0.001	-6907.74679583301
betaLogPdf	1000.0 0.001 0.25	-1391.5209439980792
betaLogPdf	1000.0 0.001 0.5	-698.6618509756939
betaLogPdf	1000.0 0.001 0.75	-292.9097539422583
betaLogPdf	1000.0 0.001 0.9999999999999999	29.79979213941936
betaLogPdf	1000.0 0.5 1e-300	-690081.8709826189
betaLogPdf	1000.0 0.5 1e-20	-46002.76877032446
betaLogPdf	1000.0 0.5 1.1102230246251565e-16	-36697.18238141085
betaLogPdf	1000.0 0.5 0.001	-6897.965635756416
betaLogPdf	1000.0 0.5 0.25	-1381.8828380259733
betaLogPdf	1000.0 0.5 0.5	-689.2260720925339
betaLogPdf	1000.0 0.5 0.75	-283.81985550219764
betaLogPdf	1000.0 0.5 0.9999999999999999	21.249787981410016
betaLogPdf	1000.0 1.0 1e-300	-690077.8446150365
betaLogPdf	1000.0 1.0 1e-20	-45998.74240274205
betaLogPdf	1000.0 1.0 1.1102230246251565e-16	-36693.15601382844
betaLogPdf	1000.0 1.0 0.001	-6893.939768424173
betaLogPdf	1000.0 1.0 0.25	-1378.0003114797885
betaLogPdf	1000.0 1.0 0.5	-685.5462781004032
betaLogPdf	1000.0 1.0 0.75	-280.48663510034703
betaLogPdf	1000.0 1.0 0.9999999999999999	6.907755278982026
betaLogPdf	1000.0 1.5 1e-300	-690074.2695802844
betaLogPdf	1000.0 1.5 1e-20	-45995.167367989874
betaLogPdf	1000.0 1.5 1.1102230246251565e-16	-36689.58097907627
betaLogPdf	1000.0 1.5 0.001	-6890.365233922166
betaLogPdf	1000.0 1.5 0.25	-1374.5691177638414
betaLogPdf	1000.0 1.5 0.5	-682.3178169385101
betaLogPdf	1000.0 1.5 0.75	-277.60474752873375
betaLogPdf	1000.0 1.5 0.9999999999999999	-7.8856102536833514
betaLogPdf	1000.0 2.0 1e-300	-690070.9358602572
betaLogPdf	1000.0 2.0 1e-20	-45991.83364796273
betaLogPdf	1000.0 2.0 1.1102230246251565e-16	-36686.24725904912
betaLogPdf	1000.0 2.0 0.001	-6887.032014145191
betaLogPdf	1000.0 2.0 0.25	-1371.3792387729252
betaLogPdf	1000.0 2.0 0.5	-679.330670501648
betaLogPdf	1000.0 2.0 0.75	-274.9641746821517
betaLogPdf	1000.0 2.0 0.9999999999999999	-22.920290511379854
betaLogPdf	1000.0 3.0 1e-300	-690064.7192541561
betaLogPdf	1000.0 3.0 1e-20	-45985.61704186165
betaLogPdf	1000.0 3.0 1.1102230246251565e-16	-36680.030652948044
betaLogPdf	1000.0 3.0 0.001	-6880.81640854444
betaLogPdf	1000.0 3.0 0.25	-1365.450314744292
betaLogPdf	1000.0 3.0 0.5	-673.807211581123
betaLogPdf	1000.0 3.0 0.75	-270.1338629421867
betaLogPdf	1000.0 3.0 0.9999999999999999	-53.44048497997209
betaLogPdf	1000.0 10.0 1e-300	-690028.4317868346
betaLogPdf	1000.0 10.0 1e-20	-45949.329574540105
betaLogPdf	1000.0 10.0 1.1102230246251565e-16	-36643.743185626496
betaLogPdf	1000.0 10.0 0.001	-6844.535944725227
betaLogPdf	1000.0 10.0 0.25	-1331.176621929906
betaLogPdf	1000.0 10.0 0.5	-642.3717745234942
betaLogPdf	1000.0 10.0 0.75	-243.5504561484775
betaLogPdf	1000.0 10.0 0.9999999999999999	-274.3106216461634
betaLogPdf	1000.0 1000.0 1e-300	-688696.2697686796
betaLogPdf	1000.0 1000.0 1e-20	-44617.16755638513
betaLogPdf	1000.0 1000.0 1.1102230246251565e-16	-35311.58116747152
betaLogPdf	1000.0 1000.0 0.001	-5513.364421900503
betaLogPdf	1000.0 1000.0 0.25	-283.81985550219764
betaLogPdf	1000.0 1000.0 0.5	3.574534877131522
betaLogPdf	1000.0 1000.0 0.75	-283.81985550219764
betaLogPdf	1000.0 1000.0 0.9999999999999999	-35311.58116747152
betaLogPdf	1000.0 100000000.0 1e-300	-677569.2870545889
betaLogPdf	1000.0 100000000.0 1e-20	-33490.18484229449
betaLogPdf	1000.0 100000000.0 1.1102230246251565e-16	-24184.598453391984
betaLogPdf	1000.0 100000000.0 0.001	-94435.41456582963
betaLogPdf	1000.0 100000000.0 0.25	-28757076.400247052
betaLogPdf	1000.0 100000000.0 0.5	-69302894.351565
betaLogPdf	1000.0 100000000.0 0.75	-138617206.65476936
betaLogPdf	1000.0 100000000.0 0.9999999999999999	-3673667504.765594
betaLogPdf	1000.0 1e+16 1e-300	-659148.6113056199
betaLogPdf	1000.0 1e+16 1e-20	-15069.509193325433
betaLogPdf	1000.0 1e+16 1.1102230246251565e-16	-5765.032927436449
betaLogPdf	1000.0 1e+16 0.001	-10005003311800.041
betaLogPdf	1000.0 1e+16 0.25	-2876820724488258.0
betaLogPdf	1000.0 1e+16 0.5	-6931471805569209.0
betaLogPdf	1000.0 1e+16 0.75	-1.3862943611168256e+16
betaLogPdf	1000.0 1e+16 0.9999999999999999	-3.6736800569674003e+17
betaLogPdf	1000.0 1e+100 1e-300	-465731.4634941201
betaLogPdf	1000.0 1e+100 1e-20	-1e+80
betaLogPdf	1000.0 1e+100 1.1102230246251565e-16	-1.1102230246251566e+84
betaLogPdf	1000.0 1e+100 0.001	-1.0005003335835336e+97
betaLogPdf	1000.0 1e+100 0.25	-2.876820724517809e+99
betaLogPdf	1000.0 1e+100 0.5	-6.931471805599453e+99
betaLogPdf	1000.0 1e+100 0.75	-1.3862943611198906e+100
betaLogPdf	1000.0 1e+100 0.9999999999999999	-3.6736800569677104e+101
betaLogPdf	1000.0 1e+300 1e-300	-5215.444895310968
betaLogPdf	1000.0 1e+300 1e-20	-1e+280
betaLogPdf	1000.0 1e+300 1.1102230246251565e-16	-1.1102230246251566e+284
betaLogPdf	1000.0 1e+300 0.001	-1.0005003335835336e+297
betaLogPdf	1000.0 1e+300 0.25	-2.8768207245178094e+299
betaLogPdf	1000.0 1e+300 0.5	-6.931471805599454e+299
betaLogPdf	1000.0 1e+300 0.75	-1.3862943611198907e+300
betaLogPdf	1000.0 1e+300 0.9999999999999999	-3.6736800569677104e+301
betaLogPdf	1000.0 8e+307 1e-300	-79987016.90770267
betaLogPdf	1000.0 8e+307 1e-20	-7.999999999999999e+287
betaLogPdf	1000.0 8e+307 1.1102230246251565e-16	-8.881784197001252e+291
betaLogPdf	1000.0 8e+307 0.001	-8.004002668668268e+304
betaLogPdf	1000.0 8e+307 0.25	-2.3014565796142473e+307
betaLogPdf	1000.0 8e+307 0.5	-5.545177444479563e+307
betaLogPdf	1000.0 8e+307 0.75	-1.1090354888959126e+308
betaLogPdf	1000.0 8e+307 0.9999999999999999	-Infinity
betaLogPdf	100000000.0 1e-300 1e-300	-69077552789.82137
betaLogPdf	100000000.0 1e-300 1e-20	-4605170830.711918
betaLogPdf	100000000.0 1e-300 1.1102230246251565e-16	-3673680711.0064373
betaLogPdf	100000000.0 1e-300 0.001	-690776211.7649858
betaLogPdf	100000000.0 1e-300 0.25	-138630125.21354052
betaLogPdf	100000000.0 1e-300 0.5	-69315407.44522807
betaLogPdf	100000000.0 1e-300 0.75	-28768896.346729558
betaLogPdf	100000000.0 1e-300 0.9999999999999999	-654.0387273396389
betaLogPdf	100000000.0 1e-100 1e-300	-69077552329.30435
betaLogPdf	100000000.0 1e-100 1e-20	-4605170370.194899
betaLogPdf	100000000.0 1e-100 1.1102230246251565e-16	-3673680250.489419
betaLogPdf	100000000.0 1e-100 0.001	-690775751.2479672
betaLogPdf	100000000.0 1e-100 0.25	-138629664.69652194
betaLogPdf	100000000.0 1e-100 0.5	-69314946.92820947
betaLogPdf	100000000.0 1e-100 0.75	-28768435.82971096
betaLogPdf	100000000.0 1e-100 0.9999999999999999	-193.5217087408297
betaLogPdf	100000000.0 1e-10 1e-300	-69077552122.0717
betaLogPdf	100000000.0 1e-10 1e-20	-4605170162.96224
betaLogPdf	100000000.0 1e-10 1.1102230246251565e-16	-3673680043.2567606
betaLogPdf	100000000.0 1e-10 0.001	-690775544.0153089
betaLogPdf	100000000.0 1e-10 0.25	-138629457.46386355
betaLogPdf	100000000.0 1e-10 0.5	-69314739.6955511
betaLogPdf	100000000.0 1e-10 0.75	-28768228.59705259
betaLogPdf	100000000.0 1e-10 0.9999999999999999	13.710949626860524
betaLogPdf	100000000.0 0.001 1e-300	-69077552105.9346
betaLogPdf	100000000.0 0.001 1e-20	-4605170146.825148
betaLogPdf	100000000.0 0.001 1.1102230246251565e-16	-3673680027.119668
betaLogPdf	100000000.0 0.001 0.001	-690775527.8782171
betaLogPdf	100000000.0 0.001 0.25	-138629441.32705852
betaLogPdf	100000000.0 0.001 0.5	-69314723.55915152
betaLogPdf	100000000.0 0.001 0.75	-28768212.461346157
betaLogPdf	100000000.0 0.001 0.9999999999999999	29.8113055533603
betaLogPdf	100000000.0 0.5 1e-300	-69077552090.40787
betaLogPdf	100000000.0 0.5 1e-20	-4605170131.298414
betaLogPdf	100000000.0 0.5 1.1102230246251565e-16	-3673680011.592934
betaLogPdf	100000000.0 0.5 0.001	-690775512.3519827
betaLogPdf	100000000.0 0.5 0.25	-138629425.94387823
betaLogPdf	100000000.0 0.5 0.5	-69314708.37829833
betaLogPdf	100000000.0 0.5 0.75	-28768197.62637341
betaLogPdf	100000000.0 0.5 0.9999999999999999	27.006375701537802
betaLogPdf	100000000.0 1.0 1e-300	-69077552080.62517
betaLogPdf	100000000.0 1.0 1e-20	-4605170121.515709
betaLogPdf	100000000.0 1.0 1.1102230246251565e-16	-3673680001.810229
betaLogPdf	100000000.0 1.0 0.001	-690775502.5697777
betaLogPdf	100000000.0 1.0 0.25	-138629416.30501395
betaLogPdf	100000000.0 1.0 0.5	-69314698.94216661
betaLogPdf	100000000.0 1.0 0.75	-28768188.536815275
betaLogPdf	100000000.0 1.0 0.9999999999999999	18.420680732850137
betaLogPdf	100000000.0 1.5 1e-300	-69077552071.29404
betaLogPdf	100000000.0 1.5 1e-20	-4605170112.184587
betaLogPdf	100000000.0 1.5 1.1102230246251565e-16	-3673679992.4791064
betaLogPdf	100000000.0 1.5 0.001	-690775493.2391553
betaLogPdf	100000000.0 1.5 0.25	-138629407.11773238
betaLogPdf	100000000.0 1.5 0.5	-69314689.95761758
betaLogPdf	100000000.0 1.5 0.75	-28768179.898839843
betaLogPdf	100000000.0 1.5 0.9999999999999999	9.383403061373013
betaLogPdf	100000000.0 2.0 1e-300	-69077552062.20448
betaLogPdf	100000000.0 2.0 1e-20	-4605170103.095028
betaLogPdf	100000000.0 2.0 1.1102230246251565e-16	-3673679983.3895483
betaLogPdf	100000000.0 2.0 0.001	-690775484.1500974
betaLogPdf	100000000.0 2.0 0.25	-138629398.17201528
betaLogPdf	100000000.0 2.0 0.5	-69314681.21463303
betaLogPdf	100000000.0 2.0 0.75	-28768171.50242888
betaLogPdf	100000000.0 2.0 0.9999999999999999	0.10456091712539936
betaLogPdf	100000000.0 3.0 1e-300	-69077552044.47694
betaLogPdf	100000000.0 3.0 1e-20	-4605170085.367495
betaLogPdf	100000000.0 3.0 1.1102230246251565e-16	-3673679965.6620145
betaLogPdf	100000000.0 3.0 0.001	-690775466.4235643
betaLogPdf	100000000.0 3.0 0.25	-138629380.73216376
betaLogPdf	100000000.0 3.0 0.5	-69314664.18024664
betaLogPdf	100000000.0 3.0 0.75	-28768155.16118966
betaLogPdf	100000000.0 3.0 0.9999999999999999	-18.904706069159282
betaLogPdf	100000000.0 10.0 1e-300	-69077551927.64087
betaLogPdf	100000000.0 10.0 1e-20	-4605169968.531409
betaLogPdf	100000000.0 10.0 1.1102230246251565e-16	-3673679848.825929
betaLogPdf	100000000.0 10.0 0.001	-690775349.5944825
betaLogPdf	100000000.0 10.0 0.25	-138629265.90985295
betaLogPdf	100000000.0 10.0 0.5	-69314552.19619156
betaLogPdf	100000000.0 10.0 0.75	-28768048.029164862
betaLogPdf	100000000.0 10.0 0.9999999999999999	-159.22622472875398
betaLogPdf	100000000.0 1000.0 1e-300	-69077539583.58052
betaLogPdf	100000000.0 1000.0 1e-20	-4605157624.471074
betaLogPdf	100000000.0 1000.0 1.1102230246251565e-16	-3673667504.765594
betaLogPdf	100000000.0 1000.0 0.001	-690763006.5246426
betaLogPdf	100000000.0 1000.0 0.25	-138617206.65476936
betaLogPdf	100000000.0 1000.0 0.5	-69302894.351565
betaLogPdf	100000000.0 1000.0 0.75	-28757076.400247052
betaLogPdf	100000000.0 1000.0 0.9999999999999999	-24184.598453391984
betaLogPdf	100000000.0 100000000.0 1e-300	-68938922654.98903
betaLogPdf	100000000.0 100000000.0 1e-20	-4466540695.879572
betaLogPdf	100000000.0 100000000.0 1.1102230246251565e-16	-3535050576.1740923
betaLogPdf	100000000.0 100000000.0 0.001	-552246126.965999
betaLogPdf	100000000.0 100000000.0 0.25	-28768197.62637341
betaLogPdf	100000000.0 100000000.0 0.5	9.331122608361428
betaLogPdf	100000000.0 100000000.0 0.75	-28768197.62637341
betaLogPdf	100000000.0 100000000.0 0.9999999999999999	-3535050576.1740923
betaLogPdf	100000000.0 1e+16 1e-300	-67135484015.85921
betaLogPdf	100000000.0 1e+16 1e-20	-2663102056.749851
betaLogPdf	100000000.0 1e+16 1.1102230246251565e-16	-1731611938.1544943
betaLogPdf	100000000.0 1e+16 0.001	-10003752043273.139
betaLogPdf	100000000.0 1e+16 0.25	-2876818921079160.5
betaLogPdf	100000000.0 1e+16 0.5	-6931469932846087.0
betaLogPdf	100000000.0 1e+16 0.75	-1.3862941697899028e+16
betaLogPdf	100000000.0 1e+16 0.9999999999999999	-3.673680037547029e+17
betaLogPdf	100000000.0 1e+100 1e-300	-47793769235.20922
betaLogPdf	100000000.0 1e+100 1e-20	-1e+80
betaLogPdf	100000000.0 1e+100 1.1102230246251565e-16	-1.1102230246251566e+84
betaLogPdf	100000000.0 1e+100 0.001	-1.0005003335835336e+97
betaLogPdf	100000000.0 1e+100 0.25	-2.876820724517809e+99
betaLogPdf	100000000.0 1e+100 0.5	-6.931471805599453e+99
betaLogPdf	100000000.0 1e+100 0.75	-1.3862943611198906e+100
betaLogPdf	100000000.0 1e+100 0.9999999999999999	-3.6736800569677104e+101
betaLogPdf	100000000.0 1e+300 1e-300	-1742067376.328307
betaLogPdf	100000000.0 1e+300 1e-20	-1e+280
betaLogPdf	100000000.0 1e+300 1.1102230246251565e-16	-1.1102230246251566e+284
betaLogPdf	100000000.0 1e+300 0.001	-1.0005003335835336e+297
betaLogPdf	100000000.0 1e+300 0.25	-2.8768207245178094e+299
betaLogPdf	100000000.0 1e+300 0.5	-6.931471805599454e+299
betaLogPdf	100000000.0 1e+300 0.75	-1.3862943611198907e+300
betaLogPdf	100000000.0 1e+300 0.9999999999999999	-3.6736800569677104e+301
betaLogPdf	100000000.0 8e+307 1e-300	-2313656.0644912394
betaLogPdf	100000000.0 8e+307 1e-20	-7.999999999999999e+287
betaLogPdf	100000000.0 8e+307 1.1102230246251565e-16	-8.881784197001252e+291
betaLogPdf	100000000.0 8e+307 0.001	-8.004002668668268e+304
betaLogPdf	100000000.0 8e+307 0.25	-2.3014565796142473e+307
betaLogPdf	100000000.0 8e+307 0.5	-5.545177444479563e+307
betaLogPdf	100000000.0 8e+307 0.75	-1.1090354888959126e+308
betaLogPdf	100000000.0 8e+307 0.9999999999999999	-Infinity
betaLogPdf	1e+16 1e-300 1e-300	-6.907755278982137e+18
betaLogPdf	1e+16 1e-300 1e-20	-4.605170185988098e+17
betaLogPdf	1e+16 1e-300 1.1102230246251565e-16	-3.6736800569677165e+17
betaLogPdf	1e+16 1e-300 0.001	-6.9077552789822056e+16
betaLogPdf	1e+16 1e-300 0.25	-1.3862943611199596e+16
betaLogPdf	1e+16 1e-300 0.5	-6931471805600142.0
betaLogPdf	1e+16 1e-300 0.75	-2876820724518498.5
betaLogPdf	1e+16 1e-300 0.9999999999999999	-655.1489503531618
betaLogPdf	1e+16 1e-100 1e-300	-6.907755278982137e+18
betaLogPdf	1e+16 1e-100 1e-20	-4.6051701859880934e+17
betaLogPdf	1e+16 1e-100 1.1102230246251565e-16	-3.673680056967712e+17
betaLogPdf	1e+16 1e-100 0.001	-6.907755278982159e+16
betaLogPdf	1e+16 1e-100 0.25	-1.3862943611199134e+16
betaLogPdf	1e+16 1e-100 0.5	-6931471805599682.0
betaLogPdf	1e+16 1e-100 0.75	-2876820724518038.0
betaLogPdf	1e+16 1e-100 0.9999999999999999	-194.63193175435262
betaLogPdf	1e+16 1e-10 1e-300	-6.907755278982137e+18
betaLogPdf	1e+16 1e-10 1e-20	-4.605170185988091e+17
betaLogPdf	1e+16 1e-10 1.1102230246251565e-16	-3.67368005696771e+17
betaLogPdf	1e+16 1e-10 0.001	-6.9077552789821384e+16
betaLogPdf	1e+16 1e-10 0.25	-1.3862943611198928e+16
betaLogPdf	1e+16 1e-10 0.5	-6931471805599475.0
betaLogPdf	1e+16 1e-10 0.75	-2876820724517830.5
betaLogPdf	1e+16 1e-10 0.9999999999999999	12.600726615179665
betaLogPdf	1e+16 0.001 1e-300	-6.907755278982137e+18
betaLogPdf	1e+16 0.001 1e-20	-4.605170185988091e+17
betaLogPdf	1e+16 0.001 1.1102230246251565e-16	-3.67368005696771e+17
betaLogPdf	1e+16 0.001 0.001	-6.907755278982137e+16
betaLogPdf	1e+16 0.001 0.25	-1.3862943611198912e+16
betaLogPdf	1e+16 0.001 0.5	-6931471805599459.0
betaLogPdf	1e+16 0.001 0.75	-2876820724517814.5
betaLogPdf	1e+16 0.001 0.9999999999999999	28.71950322058632
betaLogPdf	1e+16 0.5 1e-300	-6.907755278982137e+18
betaLogPdf	1e+16 0.5 1e-20	-4.605170185988091e+17
betaLogPdf	1e+16 0.5 1.1102230246251565e-16	-3.6736800569677094e+17
betaLogPdf	1e+16 0.5 0.001	-6.907755278982134e+16
betaLogPdf	1e+16 0.5 0.25	-1.3862943611198886e+16
betaLogPdf	1e+16 0.5 0.5	-6931471805599434.0
betaLogPdf	1e+16 0.5 0.75	-2876820724517790.5
betaLogPdf	1e+16 0.5 0.9999999999999999	35.10649306124106
betaLogPdf	1e+16 1.0 1e-300	-6.907755278982137e+18
betaLogPdf	1e+16 1.0 1e-20	-4.60517018598809e+17
betaLogPdf	1e+16 1.0 1.1102230246251565e-16	-3.6736800569677094e+17
betaLogPdf	1e+16 1.0 0.001	-6.907755278982133e+16
betaLogPdf	1e+16 1.0 0.25	-1.3862943611198868e+16
betaLogPdf	1e+16 1.0 0.5	-6931471805599416.0
betaLogPdf	1e+16 1.0 0.75	-2876820724517772.0
betaLogPdf	1e+16 1.0 0.9999999999999999	35.73113846327958
betaLogPdf	1e+16 1.5 1e-300	-6.907755278982136e+18
betaLogPdf	1e+16 1.5 1e-20	-4.60517018598809e+17
betaLogPdf	1e+16 1.5 1.1102230246251565e-16	-3.6736800569677094e+17
betaLogPdf	1e+16 1.5 0.001	-6.907755278982131e+16
betaLogPdf	1e+16 1.5 0.25	-1.386294361119885e+16
betaLogPdf	1e+16 1.5 0.5	-6931471805599397.0
betaLogPdf	1e+16 1.5 0.75	-2876820724517754.5
betaLogPdf	1e+16 1.5 0.9999999999999999	35.904201160028634
betaLogPdf	1e+16 2.0 1e-300	-6.907755278982136e+18
betaLogPdf	1e+16 2.0 1e-20	-4.60517018598809e+17
betaLogPdf	1e+16 2.0 1.1102230246251565e-16	-3.673680056967709e+17
betaLogPdf	1e+16 2.0 0.001	-6.907755278982129e+16
betaLogPdf	1e+16 2.0 0.25	-1.3862943611198832e+16
betaLogPdf	1e+16 2.0 0.5	-6931471805599379.0
betaLogPdf	1e+16 2.0 0.75	-2876820724517736.5
betaLogPdf	1e+16 2.0 0.9999999999999999	35.835699381507204
betaLogPdf	1e+16 3.0 1e-300	-6.907755278982136e+18
betaLogPdf	1e+16 3.0 1e-20	-4.6051701859880896e+17
betaLogPdf	1e+16 3.0 1.1102230246251565e-16	-3.673680056967709e+17
betaLogPdf	1e+16 3.0 0.001	-6.9077552789821256e+16
betaLogPdf	1e+16 3.0 0.25	-1.3862943611198796e+16
betaLogPdf	1e+16 3.0 0.5	-6931471805599344.0
betaLogPdf	1e+16 3.0 0.75	-2876820724517702.0
betaLogPdf	1e+16 3.0 0.9999999999999999	35.24711311917489
betaLogPdf	1e+16 10.0 1e-300	-6.907755278982136e+18
betaLogPdf	1e+16 10.0 1e-20	-4.605170185988087e+17
betaLogPdf	1e+16 10.0 1.1102230246251565e-16	-3.673680056967706e+17
betaLogPdf	1e+16 10.0 0.001	-6.907755278982101e+16
betaLogPdf	1e+16 10.0 0.25	-1.3862943611198552e+16
betaLogPdf	1e+16 10.0 0.5	-6931471805599103.0
betaLogPdf	1e+16 10.0 0.75	-2876820724517466.0
betaLogPdf	1e+16 10.0 0.9999999999999999	23.870359247246775
betaLogPdf	1e+16 1000.0 1e-300	-6.907755278982105e+18
betaLogPdf	1e+16 1000.0 1e-20	-4.605170185987782e+17
betaLogPdf	1e+16 1000.0 1.1102230246251565e-16	-3.6736800569674003e+17
betaLogPdf	1e+16 1000.0 0.001	-6.907755278979043e+16
betaLogPdf	1e+16 1000.0 0.25	-1.3862943611168256e+16
betaLogPdf	1e+16 1000.0 0.5	-6931471805569209.0
betaLogPdf	1e+16 1000.0 0.75	-2876820724488258.0
betaLogPdf	1e+16 1000.0 0.9999999999999999	-5765.032927436449
betaLogPdf	1e+16 100000000.0 1e-300	-6.907755277040069e+18
betaLogPdf	1e+16 100000000.0 1e-20	-4.60517016656741e+17
betaLogPdf	1e+16 100000000.0 1.1102230246251565e-16	-3.673680037547029e+17
betaLogPdf	1e+16 100000000.0 0.001	-6.907755084785333e+16
betaLogPdf	1e+16 100000000.0 0.25	-1.3862941697899028e+16
betaLogPdf	1e+16 100000000.0 0.5	-6931469932846087.0
betaLogPdf	1e+16 100000000.0 0.75	-2876818921079160.5
betaLogPdf	1e+16 100000000.0 0.9999999999999999	-1731611938.1544943
betaLogPdf	1e+16 1e+16 1e-300	-6.893892335370937e+18
betaLogPdf	1e+16 1e+16 1e-20	-4.466540749876102e+17
betaLogPdf	1e+16 1e+16 1.1102230246251565e-16	-3.5350506208557203e+17
betaLogPdf	1e+16 1e+16 0.001	-5.522461418195827e+16
betaLogPdf	1e+16 1e+16 0.25	-2876820724517790.5
betaLogPdf	1e+16 1e+16 0.5	18.54146298158761
betaLogPdf	1e+16 1e+16 0.75	-2876820724517790.5
betaLogPdf	1e+16 1e+16 0.9999999999999999	-3.5350506208557203e+17
betaLogPdf	1e+16 1e+100 1e-300	-4.963583800867138e+18
betaLogPdf	1e+16 1e+100 1e-20	-1e+80
betaLogPdf	1e+16 1e+100 1.1102230246251565e-16	-1.1102230246251566e+84
betaLogPdf	1e+16 1e+100 0.001	-1.0005003335835336e+97
betaLogPdf	1e+16 1e+100 0.25	-2.876820724517809e+99
betaLogPdf	1e+16 1e+100 0.5	-6.931471805599453e+99
betaLogPdf	1e+16 1e+100 0.75	-1.3862943611198906e+100
betaLogPdf	1e+16 1e+100 0.9999999999999999	-3.6736800569677104e+101
betaLogPdf	1e+16 1e+300 1e-300	-3.584136148790466e+17
betaLogPdf	1e+16 1e+300 1e-20	-1e+280
betaLogPdf	1e+16 1e+300 1.1102230246251565e-16	-1.1102230246251566e+284
betaLogPdf	1e+16 1e+300 0.001	-1.0005003335835336e+297
betaLogPdf	1e+16 1e+300 0.25	-2.8768207245178094e+299
betaLogPdf	1e+16 1e+300 0.5	-6.931471805599454e+299
betaLogPdf	1e+16 1e+300 0.75	-1.3862943611198907e+300
betaLogPdf	1e+16 1e+300 0.9999999999999999	-3.6736800569677104e+301
betaLogPdf	1e+16 8e+307 1e-300	-1.7643824303266506e+17
betaLogPdf	1e+16 8e+307 1e-20	-7.999999999999999e+287
betaLogPdf	1e+16 8e+307 1.1102230246251565e-16	-8.881784197001252e+291
betaLogPdf	1e+16 8e+307 0.001	-8.004002668668268e+304
betaLogPdf	1e+16 8e+307 0.25	-2.3014565796142473e+307
betaLogPdf	1e+16 8e+307 0.5	-5.545177444479563e+307
betaLogPdf	1e+16 8e+307 0.75	-1.1090354888959126e+308
betaLogPdf	1e+16 8e+307 0.9999999999999999	-Infinity
betaLogPdf	1e+100 1e-300 1e-300	-6.907755278982137e+102
betaLogPdf	1e+100 1e-300 1e-20	-4.605170185988092e+101
betaLogPdf	1e+100 1e-300 1.1102230246251565e-16	-3.6736800569677104e+101
betaLogPdf	1e+100 1e-300 0.001	-6.907755278982137e+100
betaLogPdf	1e+100 1e-300 0.25	-1.3862943611198906e+100
betaLogPdf	1e+100 1e-300 0.5	-6.931471805599453e+99
betaLogPdf	1e+100 1e-300 0.75	-2.876820724517809e+99
betaLogPdf	1e+100 1e-300 0.9999999999999999	-1.1102230246251566e+84
betaLogPdf	1e+100 1e-100 1e-300	-6.907755278982137e+102
betaLogPdf	1e+100 1e-100 1e-20	-4.605170185988092e+101
betaLogPdf	1e+100 1e-100 1.1102230246251565e-16	-3.6736800569677104e+101
betaLogPdf	1e+100 1e-100 0.001	-6.907755278982137e+100
betaLogPdf	1e+100 1e-100 0.25	-1.3862943611198906e+100
betaLogPdf	1e+100 1e-100 0.5	-6.931471805599453e+99
betaLogPdf	1e+100 1e-100 0.75	-2.876820724517809e+99
betaLogPdf	1e+100 1e-100 0.9999999999999999	-1.1102230246251566e+84
betaLogPdf	1e+100 1e-10 1e-300	-6.907755278982137e+102
betaLogPdf	1e+100 1e-10 1e-20	-4.605170185988092e+101
betaLogPdf	1e+100 1e-10 1.1102230246251565e-16	-3.6736800569677104e+101
betaLogPdf	1e+100 1e-10 0.001	-6.907755278982137e+100
betaLogPdf	1e+100 1e-10 0.25	-1.3862943611198906e+100
betaLogPdf	1e+100 1e-10 0.5	-6.931471805599453e+99
betaLogPdf	1e+100 1e-10 0.75	-2.876820724517809e+99
betaLogPdf	1e+100 1e-10 0.9999999999999999	-1.1102230246251566e+84
betaLogPdf	1e+100 0.001 1e-300	-6.907755278982137e+102
betaLogPdf	1e+100 0.001 1e-20	-4.605170185988092e+101
betaLogPdf	1e+100 0.001 1.1102230246251565e-16	-3.6736800569677104e+101
betaLogPdf	1e+100 0.001 0.001	-6.907755278982137e+100
betaLogPdf	1e+100 0.001 0.25	-1.3862943611198906e+100
betaLogPdf	1e+100 0.001 0.5	-6.931471805599453e+99
betaLogPdf	1e+100 0.001 0.75	-2.876820724517809e+99
betaLogPdf	1e+100 0.001 0.9999999999999999	-1.1102230246251566e+84
betaLogPdf	1e+100 0.5 1e-300	-6.907755278982137e+102
betaLogPdf	1e+100 0.5 1e-20	-4.605170185988092e+101
betaLogPdf	1e+100 0.5 1.1102230246251565e-16	-3.6736800569677104e+101
betaLogPdf	1e+100 0.5 0.001	-6.907755278982137e+100
betaLogPdf	1e+100 0.5 0.25	-1.3862943611198906e+100
betaLogPdf	1e+100 0.5 0.5	-6.931471805599453e+99
betaLogPdf	1e+100 0.5 0.75	-2.876820724517809e+99
betaLogPdf	1e+100 0.5 0.9999999999999999	-1.1102230246251566e+84
betaLogPdf	1e+100 1.0 1e-300	-6.907755278982137e+102
betaLogPdf	1e+100 1.0 1e-20	-4.605170185988092e+101
betaLogPdf	1e+100 1.0 1.1102230246251565e-16	-3.6736800569677104e+101
betaLogPdf	1e+100 1.0 0.001	-6.907755278982137e+100
betaLogPdf	1e+100 1.0 0.25	-1.3862943611198906e+100
betaLogPdf	1e+100 1.0 0.5	-6.931471805599453e+99
betaLogPdf	1e+100 1.0 0.75	-2.876820724517809e+99
betaLogPdf	1e+100 1.0 0.9999999999999999	-1.1102230246251566e+84
betaLogPdf	1e+100 1.5 1e-300	-6.907755278982137e+102
betaLogPdf	1e+100 1.5 1e-20	-4.605170185988092e+101
betaLogPdf	1e+100 1.5 1.1102230246251565e-16	-3.6736800569677104e+101
betaLogPdf	1e+100 1.5 0.001	-6.907755278982137e+100
betaLogPdf	1e+100 1.5 0.25	-1.3862943611198906e+100
betaLogPdf	1e+100 1.5 0.5	-6.931471805599453e+99
betaLogPdf	1e+100 1.5 0.75	-2.876820724517809e+99
betaLogPdf	1e+100 1.5 0.9999999999999999	-1.1102230246251566e+84
betaLogPdf	1e+100 2.0 1e-300	-6.907755278982137e+102
betaLogPdf	1e+100 2.0 1e-20	-4.605170185988092e+101
betaLogPdf	1e+100 2.0 1.1102230246251565e-16	-3.6736800569677104e+101
betaLogPdf	1e+100 2.0 0.001	-6.907755278982137e+100
betaLogPdf	1e+100 2.0 0.25	-1.3862943611198906e+100
betaLogPdf	1e+100 2.0 0.5	-6.931471805599453e+99
betaLogPdf	1e+100 2.0 0.75	-2.876820724517809e+99
betaLogPdf	1e+100 2.0 0.9999999999999999	-1.1102230246251566e+84
betaLogPdf	1e+100 3.0 1e-300	-6.907755278982137e+102
betaLogPdf	1e+100 3.0 1e-20	-4.605170185988092e+101
betaLogPdf	1e+100 3.0 1.1102230246251565e-16	-3.6736800569677104e+101
betaLogPdf	1e+100 3.0 0.001	-6.907755278982137e+100
betaLogPdf	1e+100 3.0 0.25	-1.3862943611198906e+100
betaLogPdf	1e+100 3.0 0.5	-6.931471805599453e+99
betaLogPdf	1e+100 3.0 0.75	-2.876820724517809e+99
betaLogPdf	1e+100 3.0 0.9999999999999999	-1.1102230246251566e+84
betaLogPdf	1e+100 10.0 1e-300	-6.907755278982137e+102
betaLogPdf	1e+100 10.0 1e-20	-4.605170185988092e+101
betaLogPdf	1e+100 10.0 1.1102230246251565e-16	-3.6736800569677104e+101
betaLogPdf	1e+100 10.0 0.001	-6.907755278982137e+100
betaLogPdf	1e+100 10.0 0.25	-1.3862943611198906e+100
betaLogPdf	1e+100 10.0 0.5	-6.931471805599453e+99
betaLogPdf	1e+100 10.0 0.75	-2.876820724517809e+99
betaLogPdf	1e+100 10.0 0.9999999999999999	-1.1102230246251566e+84
betaLogPdf	1e+100 1000.0 1e-300	-6.907755278982137e+102
betaLogPdf	1e+100 1000.0 1e-20	-4.605170185988092e+101
betaLogPdf	1e+100 1000.0 1.1102230246251565e-16	-3.6736800569677104e+101
betaLogPdf	1e+100 1000.0 0.001	-6.907755278982137e+100
betaLogPdf	1e+100 1000.0 0.25	-1.3862943611198906e+100
betaLogPdf	1e+100 1000.0 0.5	-6.931471805599453e+99
betaLogPdf	1e+100 1000.0 0.75	-2.876820724517809e+99
betaLogPdf	1e+100 1000.0 0.9999999999999999	-1.1102230246251566e+84
betaLogPdf	1e+100 100000000.0 1e-300	-6.907755278982137e+102
betaLogPdf	1e+100 100000000.0 1e-20	-4.605170185988092e+101
betaLogPdf	1e+100 100000000.0 1.1102230246251565e-16	-3.6736800569677104e+101
betaLogPdf	1e+100 100000000.0 0.001	-6.907755278982137e+100
betaLogPdf	1e+100 100000000.0 0.25	-1.3862943611198906e+100
betaLogPdf	1e+100 100000000.0 0.5	-6.931471805599453e+99
betaLogPdf	1e+100 100000000.0 0.75	-2.876820724517809e+99
betaLogPdf	1e+100 100000000.0 0.9999999999999999	-1.1102230246251566e+84
betaLogPdf	1e+100 1e+16 1e-300	-6.907755278982137e+102
betaLogPdf	1e+100 1e+16 1e-20	-4.605170185988092e+101
betaLogPdf	1e+100 1e+16 1.1102230246251565e-16	-3.6736800569677104e+101
betaLogPdf	1e+100 1e+16 0.001	-6.907755278982137e+100
betaLogPdf	1e+100 1e+16 0.25	-1.3862943611198906e+100
betaLogPdf	1e+100 1e+16 0.5	-6.931471805599453e+99
betaLogPdf	1e+100 1e+16 0.75	-2.876820724517809e+99
betaLogPdf	1e+100 1e+16 0.9999999999999999	-1.1102230246251566e+84
betaLogPdf	1e+100 1e+100 1e-300	-6.893892335370938e+102
betaLogPdf	1e+100 1e+100 1e-20	-4.466540749876102e+101
betaLogPdf	1e+100 1e+100 1.1102230246251565e-16	-3.5350506208557213e+101
betaLogPdf	1e+100 1e+100 0.001	-5.52246141819583e+100
betaLogPdf	1e+100 1e+100 0.25	-2.876820724517809e+99
betaLogPdf	1e+100 1e+100 0.5	115.25003688733753
betaLogPdf	1e+100 1e+100 0.75	-2.876820724517809e+99
betaLogPdf	1e+100 1e+100 0.9999999999999999	-3.5350506208557213e+101
betaLogPdf	1e+100 1e+300 1e-300	-2.2925850929940456e+102
betaLogPdf	1e+100 1e+300 1e-20	-1e+280
betaLogPdf	1e+100 1e+300 1.1102230246251565e-16	-1.1102230246251566e+284
betaLogPdf	1e+100 1e+300 0.001	-1.0005003335835336e+297
betaLogPdf	1e+100 1e+300 0.25	-2.8768207245178094e+299
betaLogPdf	1e+100 1e+300 0.5	-6.931471805599454e+299
betaLogPdf	1e+100 1e+300 0.75	-1.3862943611198907e+300
betaLogPdf	1e+100 1e+300 0.9999999999999999	-3.6736800569677104e+301
betaLogPdf	1e+100 8e+307 1e-300	-2.1106097210676642e+102
betaLogPdf	1e+100 8e+307 1e-20	-7.999999999999999e+287
betaLogPdf	1e+100 8e+307 1.1102230246251565e-16	-8.881784197001252e+291
betaLogPdf	1e+100 8e+307 0.001	-8.004002668668268e+304
betaLogPdf	1e+100 8e+307 0.25	-2.3014565796142473e+307
betaLogPdf	1e+100 8e+307 0.5	-5.545177444479563e+307
betaLogPdf	1e+100 8e+307 0.75	-1.1090354888959126e+308
betaLogPdf	1e+100 8e+307 0.9999999999999999	-Infinity
betaLogPdf	1e+300 1e-300 1e-300	-6.907755278982137e+302
betaLogPdf	1e+300 1e-300 1e-20	-4.605170185988092e+301
betaLogPdf	1e+300 1e-300 1.1102230246251565e-16	-3.6736800569677104e+301
betaLogPdf	1e+300 1e-300 0.001	-6.907755278982137e+300
betaLogPdf	1e+300 1e-300 0.25	-1.3862943611198907e+300
betaLogPdf	1e+300 1e-300 0.5	-6.931471805599454e+299
betaLogPdf	1e+300 1e-300 0.75	-2.8768207245178094e+299
betaLogPdf	1e+300 1e-300 0.9999999999999999	-1.1102230246251566e+284
betaLogPdf	1e+300 1e-100 1e-300	-6.907755278982137e+302
betaLogPdf	1e+300 1e-100 1e-20	-4.605170185988092e+301
betaLogPdf	1e+300 1e-100 1.1102230246251565e-16	-3.6736800569677104e+301
betaLogPdf	1e+300 1e-100 0.001	-6.907755278982137e+300
betaLogPdf	1e+300 1e-100 0.25	-1.3862943611198907e+300
betaLogPdf	1e+300 1e-100 0.5	-6.931471805599454e+299
betaLogPdf	1e+300 1e-100 0.75	-2.8768207245178094e+299
betaLogPdf	1e+300 1e-100 0.9999999999999999	-1.1102230246251566e+284
betaLogPdf	1e+300 1e-10 1e-300	-6.907755278982137e+302
betaLogPdf	1e+300 1e-10 1e-20	-4.605170185988092e+301
betaLogPdf	1e+300 1e-10 1.1102230246251565e-16	-3.6736800569677104e+301
betaLogPdf	1e+300 1e-10 0.001	-6.907755278982137e+300
betaLogPdf	1e+300 1e-10 0.25	-1.3862943611198907e+300
betaLogPdf	1e+300 1e-10 0.5	-6.931471805599454e+299
betaLogPdf	1e+300 1e-10 0.75	-2.8768207245178094e+299
betaLogPdf	1e+300 1e-10 0.9999999999999999	-1.1102230246251566e+284
betaLogPdf	1e+300 0.001 1e-300	-6.907755278982137e+302
betaLogPdf	1e+300 0.001 1e-20	-4.605170185988092e+301
betaLogPdf	1e+300 0.001 1.1102230246251565e-16	-3.6736800569677104e+301
betaLogPdf	1e+300 0.001 0.001	-6.907755278982137e+300
betaLogPdf	1e+300 0.001 0.25	-1.3862943611198907e+300
betaLogPdf	1e+300 0.001 0.5	-6.931471805599454e+299
betaLogPdf	1e+300 0.001 0.75	-2.8768207245178094e+299
betaLogPdf	1e+300 0.001 0.9999999999999999	-1.1102230246251566e+284
betaLogPdf	1e+300 0.5 1e-300	-6.907755278982137e+302
betaLogPdf	1e+300 0.5 1e-20	-4.605170185988092e+301
betaLogPdf	1e+300 0.5 1.1102230246251565e-16	-3.6736800569677104e+301
betaLogPdf	1e+300 0.5 0.001	-6.907755278982137e+300
betaLogPdf	1e+300 0.5 0.25	-1.3862943611198907e+300
betaLogPdf	1e+300 0.5 0.5	-6.931471805599454e+299
betaLogPdf	1e+300 0.5 0.75	-2.8768207245178094e+299
betaLogPdf	1e+300 0.5 0.9999999999999999	-1.1102230246251566e+284
betaLogPdf	1e+300 1.0 1e-300	-6.907755278982137e+302
betaLogPdf	1e+300 1.0 1e-20	-4.605170185988092e+301
betaLogPdf	1e+300 1.0 1.1102230246251565e-16	-3.6736800569677104e+301
betaLogPdf	1e+300 1.0 0.001	-6.907755278982137e+300
betaLogPdf	1e+300 1.0 0.25	-1.3862943611198907e+300
betaLogPdf	1e+300 1.0 0.5	-6.931471805599454e+299
betaLogPdf	1e+300 1.0 0.75	-2.8768207245178094e+299
betaLogPdf	1e+300 1.0 0.9999999999999999	-1.1102230246251566e+284
betaLogPdf	1e+300 1.5 1e-300	-6.907755278982137e+302
betaLogPdf	1e+300 1.5 1e-20	-4.605170185988092e+301
betaLogPdf	1e+300 1.5 1.1102230246251565e-16	-3.6736800569677104e+301
betaLogPdf	1e+300 1.5 0.001	-6.907755278982137e+300
betaLogPdf	1e+300 1.5 0.25	-1.3862943611198907e+300
betaLogPdf	1e+300 1.5 0.5	-6.931471805599454e+299
betaLogPdf	1e+300 1.5 0.75	-2.8768207245178094e+299
betaLogPdf	1e+300 1.5 0.9999999999999999	-1.1102230246251566e+284
betaLogPdf	1e+300 2.0 1e-300	-6.907755278982137e+302
betaLogPdf	1e+300 2.0 1e-20	-4.605170185988092e+301
betaLogPdf	1e+300 2.0 1.1102230246251565e-16	-3.6736800569677104e+301
betaLogPdf	1e+300 2.0 0.001	-6.907755278982137e+300
betaLogPdf	1e+300 2.0 0.25	-1.3862943611198907e+300
betaLogPdf	1e+300 2.0 0.5	-6.931471805599454e+299
betaLogPdf	1e+300 2.0 0.75	-2.8768207245178094e+299
betaLogPdf	1e+300 2.0 0.9999999999999999	-1.1102230246251566e+284
betaLogPdf	1e+300 3.0 1e-300	-6.907755278982137e+302
betaLogPdf	1e+300 3.0 1e-20	-4.605170185988092e+301
betaLogPdf	1e+300 3.0 1.1102230246251565e-16	-3.6736800569677104e+301
betaLogPdf	1e+300 3.0 0.001	-6.907755278982137e+300
betaLogPdf	1e+300 3.0 0.25	-1.3862943611198907e+300
betaLogPdf	1e+300 3.0 0.5	-6.931471805599454e+299
betaLogPdf	1e+300 3.0 0.75	-2.8768207245178094e+299
betaLogPdf	1e+300 3.0 0.9999999999999999	-1.1102230246251566e+284
betaLogPdf	1e+300 10.0 1e-300	-6.907755278982137e+302
betaLogPdf	1e+300 10.0 1e-20	-4.605170185988092e+301
betaLogPdf	1e+300 10.0 1.1102230246251565e-16	-3.6736800569677104e+301
betaLogPdf	1e+300 10.0 0.001	-6.907755278982137e+300
betaLogPdf	1e+300 10.0 0.25	-1.3862943611198907e+300
betaLogPdf	1e+300 10.0 0.5	-6.931471805599454e+299
betaLogPdf	1e+300 10.0 0.75	-2.8768207245178094e+299
betaLogPdf	1e+300 10.0 0.9999999999999999	-1.1102230246251566e+284
betaLogPdf	1e+300 1000.0 1e-300	-6.907755278982137e+302
betaLogPdf	1e+300 1000.0 1e-20	-4.605170185988092e+301
betaLogPdf	1e+300 1000.0 1.1102230246251565e-16	-3.6736800569677104e+301
betaLogPdf	1e+300 1000.0 0.001	-6.907755278982137e+300
betaLogPdf	1e+300 1000.0 0.25	-1.3862943611198907e+300
betaLogPdf	1e+300 1000.0 0.5	-6.931471805599454e+299
betaLogPdf	1e+300 1000.0 0.75	-2.8768207245178094e+299
betaLogPdf	1e+300 1000.0 0.9999999999999999	-1.1102230246251566e+284
betaLogPdf	1e+300 100000000.0 1e-300	-6.907755278982137e+302
betaLogPdf	1e+300 100000000.0 1e-20	-4.605170185988092e+301
betaLogPdf	1e+300 100000000.0 1.1102230246251565e-16	-3.6736800569677104e+301
betaLogPdf	1e+300 100000000.0 0.001	-6.907755278982137e+300
betaLogPdf	1e+300 100000000.0 0.25	-1.3862943611198907e+300
betaLogPdf	1e+300 100000000.0 0.5	-6.931471805599454e+299
betaLogPdf	1e+300 100000000.0 0.75	-2.8768207245178094e+299
betaLogPdf	1e+300 100000000.0 0.9999999999999999	-1.1102230246251566e+284
betaLogPdf	1e+300 1e+16 1e-300	-6.907755278982137e+302
betaLogPdf	1e+300 1e+16 1e-20	-4.605170185988092e+301
betaLogPdf	1e+300 1e+16 1.1102230246251565e-16	-3.6736800569677104e+301
betaLogPdf	1e+300 1e+16 0.001	-6.907755278982137e+300
betaLogPdf	1e+300 1e+16 0.25	-1.3862943611198907e+300
betaLogPdf	1e+300 1e+16 0.5	-6.931471805599454e+299
betaLogPdf	1e+300 1e+16 0.75	-2.8768207245178094e+299
betaLogPdf	1e+300 1e+16 0.9999999999999999	-1.1102230246251566e+284
betaLogPdf	1e+300 1e+100 1e-300	-6.907755278982137e+302
betaLogPdf	1e+300 1e+100 1e-20	-4.605170185988092e+301
betaLogPdf	1e+300 1e+100 1.1102230246251565e-16	-3.6736800569677104e+301
betaLogPdf	1e+300 1e+100 0.001	-6.907755278982137e+300
betaLogPdf	1e+300 1e+100 0.25	-1.3862943611198907e+300
betaLogPdf	1e+300 1e+100 0.5	-6.931471805599454e+299
betaLogPdf	1e+300 1e+100 0.75	-2.8768207245178094e+299
betaLogPdf	1e+300 1e+100 0.9999999999999999	-1.1102230246251566e+284
betaLogPdf	1e+300 1e+300 1e-300	-6.893892335370939e+302
betaLogPdf	1e+300 1e+300 1e-20	-4.4665407498761025e+301
betaLogPdf	1e+300 1e+300 1.1102230246251565e-16	-3.535050620855721e+301
betaLogPdf	1e+300 1e+300 0.001	-5.522461418195831e+300
betaLogPdf	1e+300 1e+300 0.25	-2.8768207245178094e+299
betaLogPdf	1e+300 1e+300 0.5	345.5085461867421
betaLogPdf	1e+300 1e+300 0.75	-2.8768207245178094e+299
betaLogPdf	1e+300 1e+300 0.9999999999999999	-3.535050620855721e+301
betaLogPdf	1e+300 8e+307 1e-300	-6.715779906993256e+302
betaLogPdf	1e+300 8e+307 1e-20	-2.685416466099356e+301
betaLogPdf	1e+300 8e+307 1.1102230246251565e-16	-1.753926337967073e+301
betaLogPdf	1e+300 8e+307 0.001	-8.002773690476277e+304
betaLogPdf	1e+300 8e+307 0.25	-2.3014547984899635e+307
betaLogPdf	1e+300 8e+307 0.5	-5.545175594040561e+307
betaLogPdf	1e+300 8e+307 0.75	-1.1090352997973612e+308
betaLogPdf	1e+300 8e+307 0.9999999999999999	-Infinity
betaLogPdf	8e+307 1e-300 1e-300	-Infinity
betaLogPdf	8e+307 1e-300 1e-20	-Infinity
betaLogPdf	8e+307 1e-300 1.1102230246251565e-16	-Infinity
betaLogPdf	8e+307 1e-300 0.001	-Infinity
betaLogPdf	8e+307 1e-300 0.25	-1.1090354888959126e+308
betaLogPdf	8e+307 1e-300 0.5	-5.545177444479563e+307
betaLogPdf	8e+307 1e-300 0.75	-2.3014565796142473e+307
betaLogPdf	8e+307 1e-300 0.9999999999999999	-8.881784197001252e+291
betaLogPdf	8e+307 1e-100 1e-300	-Infinity
betaLogPdf	8e+307 1e-100 1e-20	-Infinity
betaLogPdf	8e+307 1e-100 1.1102230246251565e-16	-Infinity
betaLogPdf	8e+307 1e-100 0.001	-Infinity
betaLogPdf	8e+307 1e-100 0.25	-1.1090354888959126e+308
betaLogPdf	8e+307 1e-100 0.5	-5.545177444479563e+307
betaLogPdf	8e+307 1e-100 0.75	-2.3014565796142473e+307
betaLogPdf	8e+307 1e-100 0.9999999999999999	-8.881784197001252e+291
betaLogPdf	8e+307 1e-10 1e-300	-Infinity
betaLogPdf	8e+307 1e-10 1e-20	-Infinity
betaLogPdf	8e+307 1e-10 1.1102230246251565e-16	-Infinity
betaLogPdf	8e+307 1e-10 0.001	-Infinity
betaLogPdf	8e+307 1e-10 0.25	-1.1090354888959126e+308
betaLogPdf	8e+307 1e-10 0.5	-5.545177444479563e+307
betaLogPdf	8e+307 1e-10 0.75	-2.3014565796142473e+307
betaLogPdf	8e+307 1e-10 0.9999999999999999	-8.881784197001252e+291
betaLogPdf	8e+307 0.001 1e-300	-Infinity
betaLogPdf	8e+307 0.001 1e-20	-Infinity
betaLogPdf	8e+307 0.001 1.1102230246251565e-16	-Infinity
betaLogPdf	8e+307 0.001 0.001	-Infinity
betaLogPdf	8e+307 0.001 0.25	-1.1090354888959126e+308
betaLogPdf	8e+307 0.001 0.5	-5.545177444479563e+307
betaLogPdf	8e+307 0.001 0.75	-2.3014565796142473e+307
betaLogPdf	8e+307 0.001 0.9999999999999999	-8.881784197001252e+291
betaLogPdf	8e+307 0.5 1e-300	-Infinity
betaLogPdf	8e+307 0.5 1e-20	-Infinity
betaLogPdf	8e+307 0.5 1.1102230246251565e-16	-Infinity
betaLogPdf	8e+307 0.5 0.001	-Infinity
betaLogPdf	8e+307 0.5 0.25	-1.1090354888959126e+308
betaLogPdf	8e+307 0.5 0.5	-5.545177444479563e+307
betaLogPdf	8e+307 0.5 0.75	-2.3014565796142473e+307
betaLogPdf	8e+307 0.5 0.9999999999999999	-8.881784197001252e+291
betaLogPdf	8e+307 1.0 1e-300	-Infinity
betaLogPdf	8e+307 1.0 1e-20	-Infinity
betaLogPdf	8e+307 1.0 1.1102230246251565e-16	-Infinity
betaLogPdf	8e+307 1.0 0.001	-Infinity
betaLogPdf	8e+307 1.0 0.25	-1.1090354888959126e+308
betaLogPdf	8e+307 1.0 0.5	-5.545177444479563e+307
betaLogPdf	8e+307 1.0 0.75	-2.3014565796142473e+307
betaLogPdf	8e+307 1.0 0.9999999999999999	-8.881784197001252e+291
betaLogPdf	8e+307 1.5 1e-300	-Infinity
betaLogPdf	8e+307 1.5 1e-20	-Infinity
betaLogPdf	8e+307 1.5 1.1102230246251565e-16	-Infinity
betaLogPdf	8e+307 1.5 0.001	-Infinity
betaLogPdf	8e+307 1.5 0.25	-1.1090354888959126e+308
betaLogPdf	8e+307 1.5 0.5	-5.545177444479563e+307
betaLogPdf	8e+307 1.5 0.75	-2.3014565796142473e+307
betaLogPdf	8e+307 1.5 0.9999999999999999	-8.881784197001252e+291
betaLogPdf	8e+307 2.0 1e-300	-Infinity
betaLogPdf	8e+307 2.0 1e-20	-Infinity
betaLogPdf	8e+307 2.0 1.1102230246251565e-16	-Infinity
betaLogPdf	8e+307 2.0 0.001	-Infinity
betaLogPdf	8e+307 2.0 0.25	-1.1090354888959126e+308
betaLogPdf	8e+307 2.0 0.5	-5.545177444479563e+307
betaLogPdf	8e+307 2.0 0.75	-2.3014565796142473e+307
betaLogPdf	8e+307 2.0 0.9999999999999999	-8.881784197001252e+291
betaLogPdf	8e+307 3.0 1e-300	-Infinity
betaLogPdf	8e+307 3.0 1e-20	-Infinity
betaLogPdf	8e+307 3.0 1.1102230246251565e-16	-Infinity
betaLogPdf	8e+307 3.0 0.001	-Infinity
betaLogPdf	8e+307 3.0 0.25	-1.1090354888959126e+308
betaLogPdf	8e+307 3.0 0.5	-5.545177444479563e+307
betaLogPdf	8e+307 3.0 0.75	-2.3014565796142473e+307
betaLogPdf	8e+307 3.0 0.9999999999999999	-8.881784197001252e+291
betaLogPdf	8e+307 10.0 1e-300	-Infinity
betaLogPdf	8e+307 10.0 1e-20	-Infinity
betaLogPdf	8e+307 10.0 1.1102230246251565e-16	-Infinity
betaLogPdf	8e+307 10.0 0.001	-Infinity
betaLogPdf	8e+307 10.0 0.25	-1.1090354888959126e+308
betaLogPdf	8e+307 10.0 0.5	-5.545177444479563e+307
betaLogPdf	8e+307 10.0 0.75	-2.3014565796142473e+307
betaLogPdf	8e+307 10.0 0.9999999999999999	-8.881784197001252e+291
betaLogPdf	8e+307 1000.0 1e-300	-Infinity
betaLogPdf	8e+307 1000.0 1e-20	-Infinity
betaLogPdf	8e+307 1000.0 1.1102230246251565e-16	-Infinity
betaLogPdf	8e+307 1000.0 0.001	-Infinity
betaLogPdf	8e+307 1000.0 0.25	-1.1090354888959126e+308
betaLogPdf	8e+307 1000.0 0.5	-5.545177444479563e+307
betaLogPdf	8e+307 1000.0 0.75	-2.3014565796142473e+307
betaLogPdf	8e+307 1000.0 0.9999999999999999	-8.881784197001252e+291
betaLogPdf	8e+307 100000000.0 1e-300	-Infinity
betaLogPdf	8e+307 100000000.0 1e-20	-Infinity
betaLogPdf	8e+307 100000000.0 1.1102230246251565e-16	-Infinity
betaLogPdf	8e+307 100000000.0 0.001	-Infinity
betaLogPdf	8e+307 100000000.0 0.25	-1.1090354888959126e+308
betaLogPdf	8e+307 100000000.0 0.5	-5.545177444479563e+307
betaLogPdf	8e+307 100000000.0 0.75	-2.3014565796142473e+307
betaLogPdf	8e+307 100000000.0 0.9999999999999999	-8.881784197001252e+291
betaLogPdf	8e+307 1e+16 1e-300	-Infinity
betaLogPdf	8e+307 1e+16 1e-20	-Infinity
betaLogPdf	8e+307 1e+16 1.1102230246251565e-16	-Infinity
betaLogPdf	8e+307 1e+16 0.001	-Infinity
betaLogPdf	8e+307 1e+16 0.25	-1.1090354888959126e+308
betaLogPdf	8e+307 1e+16 0.5	-5.545177444479563e+307
betaLogPdf	8e+307 1e+16 0.75	-2.3014565796142473e+307
betaLogPdf	8e+307 1e+16 0.9999999999999999	-8.881784197001252e+291
betaLogPdf	8e+307 1e+100 1e-300	-Infinity
betaLogPdf	8e+307 1e+100 1e-20	-Infinity
betaLogPdf	8e+307 1e+100 1.1102230246251565e-16	-Infinity
betaLogPdf	8e+307 1e+100 0.001	-Infinity
betaLogPdf	8e+307 1e+100 0.25	-1.1090354888959126e+308
betaLogPdf	8e+307 1e+100 0.5	-5.545177444479563e+307
betaLogPdf	8e+307 1e+100 0.75	-2.3014565796142473e+307
betaLogPdf	8e+307 1e+100 0.9999999999999999	-8.881784197001252e+291
betaLogPdf	8e+307 1e+300 1e-300	-Infinity
betaLogPdf	8e+307 1e+300 1e-20	-Infinity
betaLogPdf	8e+307 1e+300 1.1102230246251565e-16	-Infinity
betaLogPdf	8e+307 1e+300 0.001	-Infinity
betaLogPdf	8e+307 1e+300 0.25	-1.1090352997973612e+308
betaLogPdf	8e+307 1e+300 0.5	-5.545175594040561e+307
betaLogPdf	8e+307 1e+300 0.75	-2.3014547984899635e+307
betaLogPdf	8e+307 1e+300 0.9999999999999999	-1.753926337967073e+301
betaLogPdf	8e+307 8e+307 1e-300	-Infinity
betaLogPdf	8e+307 8e+307 1e-20	-Infinity
betaLogPdf	8e+307 8e+307 1.1102230246251565e-16	-Infinity
betaLogPdf	8e+307 8e+307 0.001	-Infinity
betaLogPdf	8e+307 8e+307 0.25	-2.3014565796142473e+307
betaLogPdf	8e+307 8e+307 0.5	354.60731478306116
betaLogPdf	8e+307 8e+307 0.75	-2.3014565796142473e+307
betaLogPdf	8e+307 8e+307 0.9999999999999999	-Infinity
betaLogPdf	1.0 1e+20 1e-20	45.051701859880914
binomialLogPmf	1 0.0 0	0.0
binomialLogPmf	1 1e-300 0	-1e-300
binomialLogPmf	1 1e-300 1	-690.7755278982137
binomialLogPmf	1 1e-16 0	-1e-16
binomialLogPmf	1 1e-16 1	-36.841361487904734
binomialLogPmf	1 0.001 0	-0.0010005003335835335
binomialLogPmf	1 0.001 1	-6.907755278982137
binomialLogPmf	1 0.3 0	-0.35667494393873234
binomialLogPmf	1 0.3 1	-1.2039728043259361
binomialLogPmf	1 0.5 0	-0.6931471805599453
binomialLogPmf	1 0.5 1	-0.6931471805599453
binomialLogPmf	1 0.7 0	-1.203972804325936
binomialLogPmf	1 0.7 1	-0.35667494393873245
binomialLogPmf	1 0.9999999999999999 0	-36.7368005696771
binomialLogPmf	1 0.9999999999999999 1	-1.1102230246251565e-16
binomialLogPmf	1 1.0 1	0.0
binomialLogPmf	10 0.0 0	0.0
binomialLogPmf	10 1e-300 0	-1e-299
binomialLogPmf	10 1e-300 1	-688.4729428052196
binomialLogPmf	10 1e-300 5	-3448.348210403557
binomialLogPmf	10 1e-300 9	-6214.677165990929
binomialLogPmf	10 1e-300 10	-6907.7552789821375
binomialLogPmf	10 1e-16 0	-1e-15
binomialLogPmf	10 1e-16 1	-34.538776394910684
binomialLogPmf	10 1e-16 5	-178.67737835201223
binomialLogPmf	10 1e-16 9	-329.26966829814853
binomialLogPmf	10 1e-16 10	-368.4136148790473
binomialLogPmf	10 0.001 0	-0.010005003335835335
binomialLogPmf	10 0.001 1	-4.614174688990343
binomialLogPmf	10 0.001 5	-29.01434980906718
binomialLogPmf	10 0.001 9	-59.86821291817877
binomialLogPmf	10 0.001 10	-69.07755278982137
binomialLogPmf	10 0.3 0	-3.5667494393873236
binomialLogPmf	10 0.3 1	-2.1114622067804816
binomialLogPmf	10 0.3 3	-1.3211512777668886
binomialLogPmf	10 0.3 5	-2.273809653811919
binomialLogPmf	10 0.3 9	-8.889845089878111
binomialLogPmf	10 0.3 10	-12.03972804325936
binomialLogPmf	10 0.5 0	-6.931471805599453
binomialLogPmf	10 0.5 1	-4.628886712605407
binomialLogPmf	10 0.5 5	-1.4020427180880297
binomialLogPmf	10 0.5 9	-4.628886712605407
binomialLogPmf	10 0.5 10	-6.931471805599453
binomialLogPmf	10 0.7 0	-12.039728043259359
binomialLogPmf	10 0.7 1	-8.88984508987811
binomialLogPmf	10 0.7 5	-2.273809653811918
binomialLogPmf	10 0.7 7	-1.3211512777668886
binomialLogPmf	10 0.7 9	-2.111462206780482
binomialLogPmf	10 0.7 10	-3.5667494393873245
binomialLogPmf	10 0.9999999999999999 0	-367.36800569677104
binomialLogPmf	10 0.9999999999999999 1	-328.32862003409986
binomialLogPmf	10 0.9999999999999999 5	-178.1545737608741
binomialLogPmf	10 0.9999999999999999 9	-34.43421547668306
binomialLogPmf	10 0.9999999999999999 10	-1.1102230246251565e-15
binomialLogPmf	10 1.0 10	0.0
binomialLogPmf	1000 0.0 0	0.0
binomialLogPmf	1000 1e-300 0	-1e-297
binomialLogPmf	1000 1e-300 1	-683.8677726192316
binomialLogPmf	1000 1e-300 500	-344698.296687539
binomialLogPmf	1000 1e-300 999	-690077.8446150365
binomialLogPmf	1000 1e-300 1000	-690775.5278982137
binomialLogPmf	1000 1e-16 0	-1e-13
binomialLogPmf	1000 1e-16 1	-29.933606208922694
binomialLogPmf	1000 1e-16 500	-17731.213482384515
binomialLogPmf	1000 1e-16 999	-36797.612371137846
binomialLogPmf	1000 1e-16 1000	-36841.36148790473
binomialLogPmf	1000 0.001 0	-1.0005003335835336
binomialLogPmf	1000 0.001 1	-0.99949983324995
binomialLogPmf	1000 0.001 500	-2764.910628090009
binomialLogPmf	1000 0.001 999	-6893.940768924506
binomialLogPmf	1000 0.001 1000	-6907.755278982137
binomialLogPmf	1000 0.3 0	-356.6749439387324
binomialLogPmf	1000 0.3 1	-350.6144865201374
binomialLogPmf	1000 0.3 300	-3.5928057905186983
binomialLogPmf	1000 0.3 500	-90.85661256448302
binomialLogPmf	1000 0.3 999	-1196.2177511865666
binomialLogPmf	1000 0.3 1000	-1203.972804325936
binomialLogPmf	1000 0.5 0	-693.1471805599454
binomialLogPmf	1000 0.5 1	-686.2394252809631
binomialLogPmf	1000 0.5 500	-3.6799189920941293
binomialLogPmf	1000 0.5 999	-686.2394252809631
binomialLogPmf	1000 0.5 1000	-693.1471805599454
binomialLogPmf	1000 0.7 0	-1203.9728043259358
binomialLogPmf	1000 0.7 1	-1196.2177511865666
binomialLogPmf	1000 0.7 500	-90.85661256448296
binomialLogPmf	1000 0.7 700	-3.5928057905186983
binomialLogPmf	1000 0.7 999	-350.6144865201375
binomialLogPmf	1000 0.7 1000	-356.67494393873244
binomialLogPmf	1000 0.9999999999999999 0	-36736.8005696771
binomialLogPmf	1000 0.9999999999999999 1	-36693.15601382844
binomialLogPmf	1000 0.9999999999999999 500	-17678.9330232707
binomialLogPmf	1000 0.9999999999999999 999	-29.829045290695074
binomialLogPmf	1000 0.9999999999999999 1000	-1.1102230246251565e-13
binomialLogPmf	1000 1.0 1000	0.0
binomialLogPmf	1000000 0.0 0	0.0
binomialLogPmf	1000000 1e-300 0	-1e-294
binomialLogPmf	1000000 1e-300 1	-676.9600173402495
binomialLogPmf	1000000 1e-300 500000	-344694623.90209377
binomialLogPmf	1000000 1e-300 999999	-690774823.3071753
binomialLogPmf	1000000 1e-300 1000000	-690775527.8982137
binomialLogPmf	1000000 1e-16 0	-1e-10
binomialLogPmf	1000000 1e-16 1	-23.025850930040455
binomialLogPmf	1000000 1e-16 500000	-17727540.6969393
binomialLogPmf	1000000 1e-16 999999	-36841310.831032686
binomialLogPmf	1000000 1e-16 1000000	-36841361.48790473
binomialLogPmf	1000000 0.001 0	-1000.5003335835336
binomialLogPmf	1000000 0.001 1	-993.5915778042178
binomialLogPmf	1000000 0.001 1000	-4.372399255942922
binomialLogPmf	1000000 0.001 500000	-2761237.8426447967
binomialLogPmf	1000000 0.001 999999	-6907734.556716801
binomialLogPmf	1000000 0.001 1000000	-6907755.278982137
binomialLogPmf	1000000 0.3 0	-356674.9439387324
binomialLogPmf	1000000 0.3 1	-356661.9757260348
binomialLogPmf	1000000 0.3 300000	-7.046370251546539
binomialLogPmf	1000000 0.3 500000	-87183.82711927051
binomialLogPmf	1000000 0.3 999999	-1203958.1415175176
binomialLogPmf	1000000 0.3 1000000	-1203972.8043259361
binomialLogPmf	1000000 0.5 0	-693147.1805599453
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binomialLogPmf	1000000 0.5 500000	-7.133546881626865
binomialLogPmf	1000000 0.5 999999	-693133.3650493873
binomialLogPmf	1000000 0.5 1000000	-693147.1805599453
binomialLogPmf	1000000 0.7 0	-1203972.804325936
binomialLogPmf	1000000 0.7 1	-1203958.1415175174
binomialLogPmf	1000000 0.7 500000	-87183.82711927046
binomialLogPmf	1000000 0.7 700000	-7.046370251546539
binomialLogPmf	1000000 0.7 999999	-356661.97572603484
binomialLogPmf	1000000 0.7 1000000	-356674.94393873244
binomialLogPmf	1000000 0.9999999999999999 0	-36736800.5696771
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binomialLogPmf	1000000 0.9999999999999999 500000	-17675260.237825487
binomialLogPmf	1000000 0.9999999999999999 999999	-22.92129001182385
binomialLogPmf	1000000 0.9999999999999999 1000000	-1.1102230246251565e-10
binomialLogPmf	1000000 1.0 1000000	0.0
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binomialLogPmf	10000000000000000 1e-16 0	-1.0
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binomialLogPmf	10000000000000000 1e-16 10000000000000000	-3.684136148790473e+17
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binomialLogPmf	10000000000000000 0.001 9999999999999999	-6.907755278982133e+16
binomialLogPmf	10000000000000000 0.001 10000000000000000	-6.907755278982137e+16
binomialLogPmf	10000000000000000 0.3 0	-3566749439387323.5
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binomialLogPmf	10000000000000000 0.3 3000000000000000	-18.559295403024706
binomialLogPmf	10000000000000000 0.3 5000000000000000	-871766935723907.5
binomialLogPmf	10000000000000000 0.3 9999999999999999	-1.2039728043259322e+16
binomialLogPmf	10000000000000000 0.3 10000000000000000	-1.203972804325936e+16
binomialLogPmf	10000000000000000 0.5 0	-6931471805599453.0
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binomialLogPmf	10000000000000000 0.5 10000000000000000	-6931471805599453.0
binomialLogPmf	10000000000000000 0.7 0	-1.2039728043259358e+16
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binomialLogPmf	10000000000000000 0.7 5000000000000000	-871766935723907.0
binomialLogPmf	10000000000000000 0.7 7000000000000000	-18.559295403024706
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binomialLogPmf	10000000000000000 0.7 10000000000000000	-3566749439387324.5
binomialLogPmf	10000000000000000 0.9999999999999999 0	-3.67368005696771e+17
binomialLogPmf	10000000000000000 0.9999999999999999 1	-3.6736800569677094e+17
binomialLogPmf	10000000000000000 0.9999999999999999 5000000000000000	-1.7675253104278608e+17
binomialLogPmf	10000000000000000 0.9999999999999999 9999999999999998	-1.5942483687298428
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binomialLogPmf	10000000000000000 1.0 10000000000000000	0.0
binomialLogPmf	4611686018427387904 0.0 0	0.0
binomialLogPmf	4611686018427387904 1e-300 0	-4.611686018427388e-282
binomialLogPmf	4611686018427387904 1e-300 1	-647.8004027034971
binomialLogPmf	4611686018427387904 1e-300 2305843009213693952	-1.5896233447786944e+21
binomialLogPmf	4611686018427387904 1e-300 4611686018427387903	-3.18563984387999e+21
binomialLogPmf	4611686018427387904 1e-300 4611686018427387904	-3.18563984387999e+21
binomialLogPmf	4611686018427387904 1e-16 0	-461.1686018427388
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binomialLogPmf	4611686018427387904 1e-16 461	-3.98584914504228
binomialLogPmf	4611686018427387904 1e-16 2305843009213693952	-8.175381867549907e+19
binomialLogPmf	4611686018427387904 1e-16 4611686018427387903	-1.699007916735995e+20
binomialLogPmf	4611686018427387904 1e-16 4611686018427387904	-1.699007916735995e+20
binomialLogPmf	4611686018427387904 0.001 0	-4613993399819119.0
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binomialLogPmf	4611686018427387904 0.001 4611686018427388	-18.952123240905117
binomialLogPmf	4611686018427387904 0.001 2305843009213693952	-1.2733929054799196e+19
binomialLogPmf	4611686018427387904 0.001 4611686018427387903	-3.18563984387999e+19
binomialLogPmf	4611686018427387904 0.001 4611686018427387904	-3.18563984387999e+19
binomialLogPmf	4611686018427387904 0.3 0	-1.6448728520856243e+18
binomialLogPmf	4611686018427387904 0.3 1	-1.6448728520856243e+18
binomialLogPmf	4611686018427387904 0.3 1383505805528216320	-21.626177256430644
binomialLogPmf	4611686018427387904 0.3 2305843009213693952	-4.0203153888051456e+17
binomialLogPmf	4611686018427387904 0.3 4611686018427387903	-5.552344548276733e+18
binomialLogPmf	4611686018427387904 0.3 4611686018427387904	-5.552344548276733e+18
binomialLogPmf	4611686018427387904 0.5 0	-3.196577161300664e+18
binomialLogPmf	4611686018427387904 0.5 1	-3.196577161300664e+18
binomialLogPmf	4611686018427387904 0.5 2305843009213693952	-21.713353950003032
binomialLogPmf	4611686018427387904 0.5 4611686018427387903	-3.196577161300664e+18
binomialLogPmf	4611686018427387904 0.5 4611686018427387904	-3.196577161300664e+18
binomialLogPmf	4611686018427387904 0.7 0	-5.552344548276732e+18
binomialLogPmf	4611686018427387904 0.7 1	-5.552344548276732e+18
binomialLogPmf	4611686018427387904 0.7 2305843009213693952	-4.0203153888051437e+17
binomialLogPmf	4611686018427387904 0.7 3228180212899171328	-21.626177256430644
binomialLogPmf	4611686018427387904 0.7 4611686018427387903	-1.6448728520856248e+18
binomialLogPmf	4611686018427387904 0.7 4611686018427387904	-1.6448728520856248e+18
binomialLogPmf	4611686018427387904 0.9999999999999999 0	-1.694185895489352e+20
binomialLogPmf	4611686018427387904 0.9999999999999999 1	-1.694185895489352e+20
binomialLogPmf	4611686018427387904 0.9999999999999999 2305843009213693952	-8.151271761316694e+19
binomialLogPmf	4611686018427387904 0.9999999999999999 4611686018427387392	-4.038263606120397
binomialLogPmf	4611686018427387904 0.9999999999999999 4611686018427387903	-505.76167537496053
binomialLogPmf	4611686018427387904 0.9999999999999999 4611686018427387904	-512.0
binomialLogPmf	4611686018427387904 1.0 4611686018427387904	0.0
binomialLogPmf	9223372036854775807 0.0 0	0.0
binomialLogPmf	9223372036854775807 1e-300 0	-9.223372036854776e-282
binomialLogPmf	9223372036854775807 1e-300 1	-647.1072555229372
binomialLogPmf	9223372036854775807 1e-300 4611686018427387903	-3.1792466895573887e+21
binomialLogPmf	9223372036854775807 1e-300 9223372036854775806	-6.37127968775998e+21
binomialLogPmf	9223372036854775807 1e-300 9223372036854775807	-6.37127968775998e+21
binomialLogPmf	9223372036854775807 1e-16 0	-922.3372036854776
binomialLogPmf	9223372036854775807 1e-16 1	-915.5102927981058
binomialLogPmf	9223372036854775807 1e-16 922	-4.332363176040077
binomialLogPmf	9223372036854775807 1e-16 4611686018427387903	-1.6350763735099815e+20
binomialLogPmf	9223372036854775807 1e-16 9223372036854775806	-3.39801583347199e+20
binomialLogPmf	9223372036854775807 1e-16 9223372036854775807	-3.39801583347199e+20
binomialLogPmf	9223372036854775807 0.001 0	-9227986799638238.0
binomialLogPmf	9223372036854775807 0.001 1	-9227986799638202.0
binomialLogPmf	9223372036854775807 0.001 9223372036854776	-19.29869683118509
binomialLogPmf	9223372036854775807 0.001 4611686018427387903	-2.5467858109598392e+19
binomialLogPmf	9223372036854775807 0.001 9223372036854775806	-6.37127968775998e+19
binomialLogPmf	9223372036854775807 0.001 9223372036854775807	-6.37127968775998e+19
binomialLogPmf	9223372036854775807 0.3 0	-3.2897457041712486e+18
binomialLogPmf	9223372036854775807 0.3 1	-3.2897457041712486e+18
binomialLogPmf	9223372036854775807 0.3 2767011611056432640	-21.972750846710614
binomialLogPmf	9223372036854775807 0.3 4611686018427387903	-8.040630777610291e+17
binomialLogPmf	9223372036854775807 0.3 9223372036854775806	-1.1104689096553466e+19
binomialLogPmf	9223372036854775807 0.3 9223372036854775807	-1.1104689096553466e+19
binomialLogPmf	9223372036854775807 0.5 0	-6.393154322601328e+18
binomialLogPmf	9223372036854775807 0.5 1	-6.393154322601328e+18
binomialLogPmf	9223372036854775807 0.5 4611686018427387903	-22.059927540283006
binomialLogPmf	9223372036854775807 0.5 4611686018427387904	-22.059927540283006
binomialLogPmf	9223372036854775807 0.5 9223372036854775806	-6.393154322601328e+18
binomialLogPmf	9223372036854775807 0.5 9223372036854775807	-6.393154322601328e+18
binomialLogPmf	9223372036854775807 0.7 0	-1.1104689096553464e+19
binomialLogPmf	9223372036854775807 0.7 1	-1.1104689096553464e+19
binomialLogPmf	9223372036854775807 0.7 4611686018427387903	-8.040630777610286e+17
binomialLogPmf	9223372036854775807 0.7 6456360425798342656	-21.972750846710614
binomialLogPmf	9223372036854775807 0.7 9223372036854775806	-3.2897457041712497e+18
binomialLogPmf	9223372036854775807 0.7 9223372036854775807	-3.2897457041712497e+18
binomialLogPmf	9223372036854775807 0.9999999999999999 0	-3.388371790978704e+20
binomialLogPmf	9223372036854775807 0.9999999999999999 1	-3.388371790978704e+20
binomialLogPmf	9223372036854775807 0.9999999999999999 4611686018427387903	-1.6302543522633387e+20
binomialLogPmf	9223372036854775807 0.9999999999999999 9223372036854774784	-4.384755816210146
binomialLogPmf	9223372036854775807 0.9999999999999999 9223372036854775806	-1017.0685281944006
binomialLogPmf	9223372036854775807 0.9999999999999999 9223372036854775807	-1024.0
binomialLogPmf	9223372036854775807 1.0 9223372036854775807	0.0
dirichletLogPdf	[1e+200,1e+200] [0.5,0.5]	230.37929153703982
dirichletLogPdf	[1e+16,1e+16] [0.5,0.5]	18.54146298158761
dirichletLogPdf	[1e+300,1e+300] [0.5,0.5]	345.5085461867421
dirichletLogPdf	[1.0,1.0,1.0] [0.25,0.25,0.5]	0.6931471805599453
dirichletLogPdf	[2.0,3.0,5.0] [0.125,0.375,0.5]	2.116937699230509
dirichletLogPdf	[0.001,0.001,0.002] [0.25,0.25,0.5]	-11.047072515710349
dirichletLogPdf	[1e-300,1.0,1e+300] [0.25,0.25,0.5]	-6.931471805599454e+299
dirichletLogPdf	[0.5,0.5,0.5,0.5] [0.0625,0.1875,0.25,0.5]	0.973543577046844
dirichletLogPdf	[100000000.0,300000000.0,400000000.0] [0.125,0.375,0.5]	20.53895420563333
dirichletLogPdf	[100000000.0,300000000.0,400000000.0] [0.1250009536743164,0.3749990463256836,0.5]	20.535068621833194
dirichletLogPdf	[1000000000000.0,3000000000000.0,4000000000000.0] [0.12500005960464478,0.3749999403953552,0.5]	29.597711842762365