tests/testthat/_snaps/sample-snapshot-tests.md
In hsloot/rmo: A package for the Marshall-Olkin distribution
Snapshot tests for rmo
Code
rmo(10, 3, intensities)
Output
[,1] [,2] [,3]
[1,] 0.3647525 0.8628091 0.3647525
[2,] 0.4250048 2.7255457 3.2004697
[3,] 0.5788895 0.5374872 0.5374872
[4,] 1.9755189 0.6383314 0.3177014
[5,] 1.0840885 1.0840885 1.0840885
[6,] 0.2863212 1.3715220 0.2829127
[7,] 0.8102270 0.8102270 0.8102270
[8,] 0.1873331 2.8396920 0.1873331
[9,] 2.7911899 2.3902136 3.2290295
[10,] 3.0099085 2.4743421 0.7693660
Code
rmo(10, 3, intensities, method = "AM")
Output
[,1] [,2] [,3]
[1,] 0.06880645 0.06880645 0.06880645
[2,] 0.30179136 0.30179136 0.09850476
[3,] 2.29224564 1.20190247 1.28299789
[4,] 2.25987330 0.34213336 0.83942708
[5,] 0.49400360 0.49400360 0.49400360
[6,] 3.04671243 0.89687013 0.77225780
[7,] 0.93613577 0.93613577 0.58397511
[8,] 0.43487527 0.43487527 0.43487527
[9,] 0.31994798 1.59426585 1.52638206
[10,] 0.71399288 0.71399288 0.71399288
Code
rmo(10, 3, intensities, method = "ESM")
Output
[,1] [,2] [,3]
[1,] 0.09217117 0.09217117 0.09217117
[2,] 0.50533007 0.50533007 0.50533007
[3,] 0.52759116 1.45535208 1.45535208
[4,] 0.14840432 1.51988746 2.25159812
[5,] 1.55868992 0.61376607 0.38243189
[6,] 4.33949823 1.98299316 0.08228817
[7,] 2.13474009 1.30012318 1.02229016
[8,] 1.07677081 0.12053398 0.70485000
[9,] 0.60271215 0.60271215 0.60271215
[10,] 0.04534945 0.04534945 0.04534945
Snapshot tests for rexmo
Code
rexmo(10, 3, ex_intensities)
Output
[,1] [,2] [,3]
[1,] 2.82740734 0.51497959 0.43866507
[2,] 3.99855037 4.28811707 1.86334613
[3,] 0.56804476 0.56804476 0.56804476
[4,] 0.19394430 0.19394430 0.19394430
[5,] 0.26953210 0.79148790 0.79148790
[6,] 0.07223444 0.07223444 0.07223444
[7,] 1.62871932 0.95653370 0.56379145
[8,] 0.79879607 0.87240596 1.67430381
[9,] 0.40220907 0.02217042 0.35828409
[10,] 0.36595814 0.41388624 0.36595814
Code
rexmo(10, 3, ex_intensities, method = "MDCM")
Output
[,1] [,2] [,3]
[1,] 0.889558444 0.457819425 1.962147001
[2,] 0.004059052 0.004059052 0.004059052
[3,] 1.865643094 1.119907342 2.910057344
[4,] 0.620827392 0.620827392 0.620827392
[5,] 1.090790076 1.033503151 0.422264494
[6,] 0.007575896 0.007575896 0.007575896
[7,] 0.087528493 0.087528493 0.087528493
[8,] 0.464986247 2.457644200 0.464986247
[9,] 1.355417554 0.122682631 0.122682631
[10,] 0.738582227 0.135993782 0.738582227
Code
rexmo(10, 3, ex_intensities, method = "AM")
Output
[,1] [,2] [,3]
[1,] 0.4053342602 0.40533426 0.4245635443
[2,] 1.4323693817 1.43236938 1.4323693817
[3,] 0.0008317225 0.22138463 0.0008317225
[4,] 0.2211761700 1.65782206 1.8346767056
[5,] 0.0612884574 0.06128846 0.0612884574
[6,] 3.0636932796 0.33633045 5.3738627311
[7,] 0.4827774451 1.22049592 0.4697915936
[8,] 1.9402615708 1.94026157 0.1896545955
[9,] 0.0913296898 0.09132969 0.0913296898
[10,] 1.5558876516 0.26634859 0.0025341665
Code
rexmo(10, 3, ex_intensities, method = "ESM")
Output
[,1] [,2] [,3]
[1,] 1.0151254316 0.0773239334 0.1795608563
[2,] 0.6088845682 0.6088845682 0.0242545491
[3,] 0.0003389076 0.0003389076 0.0003389076
[4,] 0.4055694429 3.6986963356 3.5221730126
[5,] 1.0945508559 1.0945508559 1.0945508559
[6,] 0.6285819038 0.0072596769 0.5964913783
[7,] 1.1571357294 0.4230261575 1.1298930726
[8,] 0.5434176908 0.5434176908 0.5434176908
[9,] 1.2206289056 0.5403191247 0.1678596810
[10,] 0.1117051491 1.4629583491 1.9171328772
Snapshot tests for rextmo
Code
rextmo(10, 3, bf)
Output
[,1] [,2] [,3]
[1,] 2.6128181 3.1197100 2.0598996
[2,] 1.3411378 0.6536532 1.3411378
[3,] 1.6551900 0.8770861 0.8770861
[4,] 0.8696333 0.8696333 0.9193170
[5,] 1.4366499 0.9514767 0.1989829
[6,] 0.6012544 0.6012544 0.3389247
[7,] 1.7851002 1.7851002 2.5001801
[8,] 0.0621302 0.0621302 0.4183058
[9,] 0.3333303 0.3333303 0.1184949
[10,] 2.2915711 0.2818178 0.8146428
Code
rextmo(10, 3, bf, method = "MDCM")
Output
[,1] [,2] [,3]
[1,] 0.33004839 1.1558646 0.6490059
[2,] 3.24541658 1.5807719 3.8428109
[3,] 0.85988593 0.9945232 0.8598859
[4,] 2.06767156 2.5827180 1.0605375
[5,] 0.35005752 0.3500575 0.3500575
[6,] 0.42749690 0.3500554 0.4274969
[7,] 2.30796048 2.7436661 0.9335214
[8,] 0.15407555 0.1540756 0.1540756
[9,] 0.69255105 4.4684920 1.9585568
[10,] 0.02012214 1.7926937 1.7926937
Code
rextmo(10, 3, bf, method = "AM")
Output
[,1] [,2] [,3]
[1,] 2.6827645 1.9042912 0.3542029
[2,] 0.1079150 0.6915642 1.3749108
[3,] 1.9669714 0.9414172 0.5907038
[4,] 1.1171116 0.1164323 0.9941419
[5,] 1.9191464 0.9642628 0.9642628
[6,] 1.0117245 2.1083328 5.9981079
[7,] 0.4348058 0.7339093 0.7339093
[8,] 0.2268107 0.2530277 0.2530277
[9,] 2.2277718 0.5516924 0.6950043
[10,] 2.6034075 2.0810145 2.4226456
Code
rextmo(10, 3, bf, method = "ESM")
Output
[,1] [,2] [,3]
[1,] 1.24788251 1.14420609 3.74622167
[2,] 1.13214076 1.13214076 1.13214076
[3,] 1.78272943 0.11404037 0.11404037
[4,] 2.67190707 0.58839810 0.80196699
[5,] 0.13843533 0.32961177 0.32961177
[6,] 0.99459511 0.99459511 0.99459511
[7,] 0.94802478 0.94802478 0.86158854
[8,] 0.15932846 0.44552242 0.44552242
[9,] 0.02803628 0.02803628 0.02803628
[10,] 1.49632138 0.71191942 0.52921771
Snapshot tests for rpextmo
Code
rpextmo(10, 3, a = a, b = b)
Output
[,1] [,2] [,3]
[1,] 1.43391348 2.0483220 0.38727348
[2,] 0.39588563 1.9723184 2.73089968
[3,] 1.11947127 0.8306414 1.11947127
[4,] 0.17465583 0.9381042 1.18202538
[5,] 2.16631521 1.4796098 0.10276078
[6,] 0.01715448 0.5416849 0.45947230
[7,] 0.18936091 0.1893609 0.18936091
[8,] 0.31460997 2.3274858 0.11403310
[9,] 1.97509153 1.2282783 0.02968031
[10,] 0.21801139 3.4669093 1.31927555
Code
rpextmo(10, 3, a = a, b = b, method = "ESM")
Output
[,1] [,2] [,3]
[1,] 3.1146534 2.3493670 3.114653362
[2,] 0.1482071 2.6351166 0.659808740
[3,] 0.3525797 3.5731280 0.002705101
[4,] 0.2292629 1.7442084 2.035002964
[5,] 1.4741250 0.6906337 2.860812489
[6,] 0.8484167 0.8484167 0.655462348
[7,] 1.4770576 1.4329195 4.542908799
[8,] 0.5171945 0.4566942 1.199279264
[9,] 2.0400825 1.9134042 5.681894817
[10,] 0.7872464 4.0580344 2.322306843
Code
rpextmo(10, 3, a = a, b = b, method = "MDCM")
Output
[,1] [,2] [,3]
[1,] 0.37499547 1.83109083 1.13185334
[2,] 1.96368157 2.02241873 0.77396213
[3,] 1.49925214 0.58930437 2.60329551
[4,] 0.64522222 2.63034948 1.27612503
[5,] 7.03437588 5.34236643 0.67760522
[6,] 0.10696964 0.10696964 0.10696964
[7,] 0.08066141 0.58208246 1.59458894
[8,] 2.33593268 0.54216467 0.72487220
[9,] 0.09288622 0.09288622 0.09288622
[10,] 1.44389272 1.36635527 1.36303024
Code
rpextmo(10, 3, a = a, b = b, method = "LFM")
Output
[,1] [,2] [,3]
[1,] 1.03646153 0.6992221 0.009898771
[2,] 1.34535918 1.3453592 0.750104101
[3,] 0.43349821 3.8657320 0.056062437
[4,] 0.06024018 0.3233106 2.781512144
[5,] 1.95736716 1.3821992 2.447035102
[6,] 0.38853212 0.4522340 2.650088334
[7,] 3.19905625 1.9419393 0.655479779
[8,] 0.21308540 0.5259582 0.525958177
[9,] 0.58046216 0.5804622 0.580462164
[10,] 1.64052868 2.5811440 0.302137629
Code
rpextmo(10, 3, a = a, b = b, method = "AM")
Output
[,1] [,2] [,3]
[1,] 1.90870810 0.11598091 0.98954347
[2,] 1.80421320 0.45366838 1.01664270
[3,] 3.54634570 2.54814127 0.48945298
[4,] 5.57943477 0.19255211 0.91714521
[5,] 0.22833770 0.22833770 0.22833770
[6,] 0.10469795 0.10469795 0.10469795
[7,] 0.04386385 0.04386385 0.04386385
[8,] 2.12025921 2.12025921 2.12025921
[9,] 1.45901117 1.45901117 1.45901117
[10,] 1.47765774 4.11978416 6.93621847
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Poisson")
Output
[,1] [,2] [,3]
[1,] 4.38579013 1.335922537 0.32945567
[2,] 0.08050026 0.747505461 0.95488580
[3,] 0.87687879 0.008369892 0.85532079
[4,] 0.09092173 0.090921728 0.09092173
[5,] 0.31583643 2.813901568 0.11231253
[6,] 6.34208261 0.610605075 4.31971604
[7,] 0.64368470 2.654823409 0.76642585
[8,] 0.31874637 1.637611093 1.05950692
[9,] 0.80595731 0.805957305 0.80595731
[10,] 1.06623881 0.339292092 10.09865993
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Poisson",
method = "MDCM")
Output
[,1] [,2] [,3]
[1,] 1.21757497 0.31700653 1.21757497
[2,] 0.47809524 0.47809524 0.01770918
[3,] 0.37435253 5.58544624 1.23259951
[4,] 1.48166114 0.02110597 2.41995089
[5,] 0.65881703 0.02371610 1.12737717
[6,] 0.08274698 0.84626662 0.47484095
[7,] 0.07793811 1.52490354 2.32159502
[8,] 0.38621553 0.60443884 0.53149173
[9,] 0.04829180 0.64998022 0.64998022
[10,] 0.57168369 0.51005195 2.28669415
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Poisson",
method = "LFM")
Output
[,1] [,2] [,3]
[1,] 5.4372960 1.4507895 0.7065194
[2,] 0.2716154 1.9997127 2.3503722
[3,] 1.9091434 0.9236694 0.5966871
[4,] 0.4593172 0.9158681 1.5325334
[5,] 0.1340823 0.1340823 0.1340823
[6,] 0.2590705 0.3185166 0.2590705
[7,] 4.4677190 2.7423477 0.9871155
[8,] 1.1564276 0.5513213 2.1013625
[9,] 4.8205657 6.6218155 2.4727468
[10,] 0.1513767 0.3456375 0.3456375
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Poisson",
method = "AM")
Output
[,1] [,2] [,3]
[1,] 3.53255702 0.3077733 0.7237170
[2,] 1.79597736 1.7844346 3.2659104
[3,] 0.12065874 0.1206587 0.1206587
[4,] 0.56807982 0.5680798 0.5680798
[5,] 2.16954056 0.5447147 1.4724157
[6,] 1.23011910 0.5571192 1.1002843
[7,] 0.05026172 0.6190730 0.9830158
[8,] 1.07017787 0.7573319 0.7537381
[9,] 1.68794230 0.4419875 0.7503104
[10,] 0.22834623 2.9718127 4.7559281
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Poisson",
method = "ESM")
Output
[,1] [,2] [,3]
[1,] 1.8322096 0.9542063 1.58964664
[2,] 0.7449016 0.2628457 0.26284570
[3,] 0.3174560 0.2059813 3.80800549
[4,] 0.6504345 1.4839315 0.26227745
[5,] 0.2533655 4.3202266 0.38479789
[6,] 1.4771307 0.3491229 0.63772065
[7,] 0.6856100 0.6856100 0.68561004
[8,] 1.7478080 6.1284004 1.20351096
[9,] 0.6011339 0.7552410 0.62888777
[10,] 1.1933681 1.1612569 0.04795732
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Pareto")
Output
[,1] [,2] [,3]
[1,] 4.0429699 0.72985216 0.39499548
[2,] 0.7817494 0.25187484 1.70627823
[3,] 1.9467115 0.47641487 2.25211695
[4,] 2.7131258 2.30816167 3.70292089
[5,] 3.4962108 3.49621076 1.53434794
[6,] 0.4832412 0.09992601 0.24836478
[7,] 0.2247299 0.22472987 0.22472987
[8,] 1.9841033 1.19627588 5.99118917
[9,] 0.9330009 0.30534978 0.63174029
[10,] 1.0719289 1.18562745 0.09980577
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Pareto",
method = "MDCM")
Output
[,1] [,2] [,3]
[1,] 4.5298526 2.1795992 4.5298526
[2,] 1.2063234 0.5885299 0.5966800
[3,] 0.6740197 0.7327823 0.2425055
[4,] 1.2009931 2.7647181 2.2187024
[5,] 0.6742195 0.1931581 0.6742195
[6,] 0.7963021 0.7963021 0.7963021
[7,] 1.6901127 4.3692342 3.1788050
[8,] 2.6450084 0.9694550 0.9694550
[9,] 1.1037792 1.8695649 0.6923521
[10,] 2.8916764 1.8050221 1.2819922
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Pareto",
method = "LFM")
Output
[,1] [,2] [,3]
[1,] 0.9656366 0.2684878 1.07953868
[2,] 0.6306183 0.7813560 1.65961958
[3,] 1.6012089 2.1763461 2.17634614
[4,] 0.6777541 1.5138011 2.80937762
[5,] 1.0269954 0.8603332 3.30634843
[6,] 0.4265824 1.1877067 1.18770674
[7,] 0.1611129 0.1611129 0.16111287
[8,] 7.1578972 0.2402024 0.00234566
[9,] 1.4143020 1.4143020 1.41430198
[10,] 1.8102628 1.4280522 2.02306872
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Pareto",
method = "AM")
Output
[,1] [,2] [,3]
[1,] 0.3466778 0.7424915 0.10343807
[2,] 1.2455424 1.3509943 1.24804872
[3,] 0.6734201 0.6734201 0.67342009
[4,] 0.2370888 0.2370888 0.23708881
[5,] 0.4323013 1.7429154 0.03961408
[6,] 2.9938256 0.7680751 0.35691836
[7,] 1.6630057 1.1359144 2.87316467
[8,] 4.3414808 0.5513452 0.95069310
[9,] 4.3579170 1.7879660 4.30080005
[10,] 0.1714650 3.1052330 0.29331907
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Pareto",
method = "ESM")
Output
[,1] [,2] [,3]
[1,] 0.56318165 4.59005267 2.88678429
[2,] 2.32365232 0.95405316 1.68916386
[3,] 1.47195122 0.42421530 2.33618106
[4,] 1.64450298 3.30104398 1.09937739
[5,] 0.09429221 0.09429221 0.09429221
[6,] 3.30873491 0.42211059 3.46640523
[7,] 3.60386164 0.14249102 2.05562871
[8,] 2.79351716 0.17598879 2.79351716
[9,] 0.80210070 1.34419310 1.12528840
[10,] 1.22548877 0.90040384 1.35666220
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Exponential")
Output
[,1] [,2] [,3]
[1,] 0.05912339 1.34437540 0.05912339
[2,] 0.07317127 0.07317127 0.07317127
[3,] 1.58732731 0.98749828 1.58732731
[4,] 1.03060776 1.45864385 1.25204642
[5,] 1.07607305 1.05823055 1.07607305
[6,] 0.10236600 0.05543890 5.06566110
[7,] 0.52779097 0.65466088 3.13640915
[8,] 0.21894542 1.79273542 2.69108151
[9,] 0.97951683 1.63539288 2.24277295
[10,] 0.16513360 1.32559251 1.32559251
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Exponential",
method = "MDCM")
Output
[,1] [,2] [,3]
[1,] 0.46084181 1.18868918 0.01484090
[2,] 0.32707223 0.32707223 0.32707223
[3,] 0.62437699 2.00721795 0.24169974
[4,] 0.17829253 0.17829253 0.32477089
[5,] 0.04780903 0.04780903 0.04780903
[6,] 0.61335639 0.08072726 0.61335639
[7,] 0.53236064 0.18675206 0.53236064
[8,] 0.88563384 0.70675793 0.88563384
[9,] 0.86140432 0.86140432 0.86140432
[10,] 0.88883244 1.65478612 1.65478612
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Exponential",
method = "LFM")
Output
[,1] [,2] [,3]
[1,] 0.00743093 0.00743093 0.00743093
[2,] 0.16276880 0.16276880 0.16276880
[3,] 0.17062130 0.17062130 0.01627076
[4,] 0.13666723 0.13666723 0.13666723
[5,] 1.15601483 0.43829898 0.76501965
[6,] 2.93508607 0.63260924 2.93508607
[7,] 0.19206017 0.33283073 0.49080968
[8,] 0.17782655 0.17782655 0.17782655
[9,] 1.48254418 3.24559036 1.48254418
[10,] 0.63772875 0.77088876 1.26954038
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Exponential",
method = "AM")
Output
[,1] [,2] [,3]
[1,] 0.012355355 0.01235535 0.01235535
[2,] 1.066363139 0.36133647 1.06636314
[3,] 1.132671284 0.60582732 3.40431251
[4,] 0.656545714 1.70301624 1.47147701
[5,] 0.492690299 0.01915721 2.62884005
[6,] 0.108058640 0.04227843 2.27391609
[7,] 0.942278069 0.79624046 0.79624046
[8,] 1.049052162 1.04905216 1.04905216
[9,] 0.004846707 0.03144876 0.03144876
[10,] 0.071431928 0.07143193 0.07143193
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Exponential",
method = "ESM")
Output
[,1] [,2] [,3]
[1,] 2.3447084 2.344708414 2.34470841
[2,] 0.2487493 0.119049877 2.50770386
[3,] 0.1889548 0.366960535 0.18895477
[4,] 0.1633503 0.163350307 0.16335031
[5,] 0.5919019 0.591901889 0.01213489
[6,] 1.4468576 0.536358553 1.44685765
[7,] 0.6986804 1.246776360 2.14526524
[8,] 0.8617622 0.002105273 0.16237574
[9,] 1.8940372 0.939692353 1.89403720
[10,] 2.1890040 2.189003978 2.18900398
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "AlphaStable")
Output
[,1] [,2] [,3]
[1,] 1.1522583 1.15225835 1.1522583
[2,] 2.3438310 2.20667501 0.5877371
[3,] 1.2636703 0.76783915 1.5859450
[4,] 1.0737486 2.49987568 1.0103511
[5,] 0.6248554 0.62485538 0.2851437
[6,] 0.1133154 0.42921522 0.6974607
[7,] 0.2365264 0.62095684 0.6209568
[8,] 0.5566156 0.09664244 0.2533222
[9,] 1.4464532 1.19290378 1.4464532
[10,] 2.1703813 0.32954105 1.9738864
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "AlphaStable",
method = "MDCM")
Output
[,1] [,2] [,3]
[1,] 0.1995068 1.3464236 0.9218627
[2,] 1.3421247 4.5781104 0.7136873
[3,] 1.5454596 1.5109247 1.5454596
[4,] 0.4693960 1.8718364 0.7821022
[5,] 1.1944259 2.0575073 1.4451145
[6,] 0.6593718 0.2939377 0.6593718
[7,] 0.3852844 0.3852844 0.3852844
[8,] 0.8391864 0.1393456 0.8391864
[9,] 0.3493067 0.3493067 0.3493067
[10,] 0.2252217 0.0440637 0.0440637
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "AlphaStable",
method = "AM")
Output
[,1] [,2] [,3]
[1,] 0.13749202 1.2022226 0.8085268
[2,] 3.48662780 1.4216402 1.4216402
[3,] 0.81520905 0.2290839 0.7182207
[4,] 0.20014666 0.7481068 0.2706699
[5,] 0.97299412 0.1654845 0.1654845
[6,] 0.67931983 0.6793198 0.3223502
[7,] 3.33973767 1.8233398 2.1969291
[8,] 0.34987812 0.1587809 0.5460459
[9,] 0.88342013 0.1613891 0.4737532
[10,] 0.08325433 1.4435806 0.7872580
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "AlphaStable",
method = "ESM")
Output
[,1] [,2] [,3]
[1,] 0.2618597 0.4717203 0.47172035
[2,] 1.0645394 0.5112276 4.67877508
[3,] 1.3146939 0.6222795 0.08188844
[4,] 1.2340323 1.4689194 2.29938533
[5,] 1.5528792 0.9588694 3.20223894
[6,] 0.7869261 0.7869261 0.78692612
[7,] 0.5084543 0.5084543 0.03167042
[8,] 3.0222963 1.9412618 0.31433476
[9,] 0.1203611 0.1203611 0.12036109
[10,] 1.4862473 1.1962636 0.69607729
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "InverseGaussian")
Output
[,1] [,2] [,3]
[1,] 0.89331123 0.97378916 0.44543807
[2,] 0.09702478 2.55847699 0.05569280
[3,] 0.19239602 0.71625371 0.93039604
[4,] 0.84969839 2.12976797 1.89269677
[5,] 0.59651659 1.54025253 1.33804509
[6,] 0.03128427 0.03128427 0.03128427
[7,] 0.28507170 0.98618813 1.15316199
[8,] 1.84319792 0.49623218 1.93370917
[9,] 0.94683138 1.53508005 0.18379708
[10,] 0.29649901 0.66417404 0.19697707
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "InverseGaussian",
method = "MDCM")
Output
[,1] [,2] [,3]
[1,] 0.36062890 0.213186053 0.15694879
[2,] 0.57059296 0.497118122 0.27588068
[3,] 2.85574115 1.285108428 0.62779132
[4,] 0.44256488 0.009233515 0.95042901
[5,] 0.31233892 0.312338921 0.31233892
[6,] 0.79215828 0.792158284 0.79215828
[7,] 0.05791525 0.057915247 0.05791525
[8,] 3.33569938 0.479975208 1.56806969
[9,] 0.04373606 0.328340875 0.32834088
[10,] 1.09290374 1.331597603 2.45273917
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "InverseGaussian",
method = "AM")
Output
[,1] [,2] [,3]
[1,] 0.52463829 0.53658737 0.98831638
[2,] 0.74403760 1.62727181 2.09169238
[3,] 0.01862095 0.01862095 0.03234235
[4,] 0.37994379 0.15701578 0.79314356
[5,] 0.56587950 0.46361251 0.63485515
[6,] 0.40108626 0.24225268 0.36008584
[7,] 0.35029681 2.01099894 2.65291969
[8,] 0.17544686 1.98933235 2.01699882
[9,] 1.36110433 0.02051590 1.23740272
[10,] 1.41530667 0.09806132 0.81533660
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "InverseGaussian",
method = "ESM")
Output
[,1] [,2] [,3]
[1,] 0.17236534 0.1723653 0.02576214
[2,] 2.10753587 2.1075359 1.39906788
[3,] 0.04876278 3.9141854 1.68908003
[4,] 0.07605640 0.8037901 0.30207335
[5,] 0.14713285 0.1471329 1.18148391
[6,] 0.08236974 0.3620324 0.36203237
[7,] 1.20214127 0.4368694 0.11703814
[8,] 0.30798307 0.9232656 0.16276816
[9,] 0.85631575 0.7877609 0.78327440
[10,] 2.48089035 2.1179363 0.21386359
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Gamma")
Output
[,1] [,2] [,3]
[1,] 0.5918084 0.06361148 1.3536513
[2,] 0.6118253 1.17790718 1.3539562
[3,] 0.2559067 0.25590673 1.3028787
[4,] 2.8506191 0.27964900 0.6878854
[5,] 0.3723742 0.58191406 3.1730065
[6,] 0.8638792 2.16700570 0.4602044
[7,] 0.1638036 0.10579351 0.1682007
[8,] 3.1402543 0.89452783 0.5908107
[9,] 1.8034499 0.55612300 0.5540765
[10,] 0.4948942 0.49489416 0.4948942
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Gamma",
method = "MDCM")
Output
[,1] [,2] [,3]
[1,] 2.15383708 4.1242372 2.5143504
[2,] 0.25545228 0.2554523 0.2554523
[3,] 1.82972102 2.2987945 0.5380250
[4,] 1.01322268 1.0132227 1.2968647
[5,] 2.06405642 1.0309508 0.9646501
[6,] 0.32641115 0.6374768 0.5460341
[7,] 0.44985302 0.5773447 0.5773447
[8,] 0.08687279 0.3375685 0.1363405
[9,] 1.02552305 0.9961858 2.5776552
[10,] 0.74661497 1.6559575 0.8616138
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Gamma",
method = "AM")
Output
[,1] [,2] [,3]
[1,] 0.01516218 1.0856791 0.75272821
[2,] 1.53079236 1.2231543 2.05414176
[3,] 0.62398870 0.7522268 0.06134116
[4,] 0.06146735 2.5488663 1.14641242
[5,] 0.08146462 0.1699212 0.61031759
[6,] 0.21324200 0.5973301 0.59733012
[7,] 1.41894261 0.3452597 1.13047671
[8,] 0.67880707 0.2455083 0.67880707
[9,] 1.90559997 1.9056000 0.34091362
[10,] 0.07514893 0.6327808 0.94651137
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Gamma",
method = "ESM")
Output
[,1] [,2] [,3]
[1,] 1.72670390 0.90865622 0.2527125
[2,] 0.42008731 0.42008731 0.2761878
[3,] 1.14267276 2.50833408 1.0399161
[4,] 2.15785618 0.13711222 1.7424602
[5,] 0.22200688 1.91550779 1.9155078
[6,] 0.52504862 0.31135120 1.1190328
[7,] 0.11896837 2.10671731 0.2755565
[8,] 0.21509060 0.21509060 0.6163843
[9,] 0.08014934 0.81123238 1.1456199
[10,] 0.57296101 0.06628679 0.3324559
Code
rextmo(10, 3, ConvexCombinationOfBernsteinFunctions(coefficients = c(2.144887,
0.1491956, 0.8279853, 0.5382334, 2.687858, 1.164148, 1.369062, 0.02881049),
points = list(InverseGaussianBernsteinFunction(eta = 1.643128),
LinearBernsteinFunction(scale = 1.452913), ParetoBernsteinFunction(alpha = 0.1474029,
x0 = 0.01), GammaBernsteinFunction(a = 2.518894), ConstantBernsteinFunction(
constant = 0.6853059), ExponentialBernsteinFunction(lambda = 1.541644),
InverseGaussianBernsteinFunction(eta = 0.5562086), LinearBernsteinFunction(
scale = 0.002915767))), method = "MDCM")
Output
[,1] [,2] [,3]
[1,] 0.39812612 0.39812612 0.09301645
[2,] 0.04814906 0.04814906 0.04814906
[3,] 0.15535395 0.05154482 0.10115593
[4,] 0.23394625 0.14619960 0.14637573
[5,] 0.14282587 0.14282587 0.14282587
[6,] 0.04038717 0.04038717 0.37573988
[7,] 0.07136153 0.13933688 0.07987970
[8,] 0.01922541 0.01922541 0.01922541
[9,] 0.02049307 0.08858930 0.02049307
[10,] 0.20813663 0.29958471 0.29958471
hsloot/rmo documentation built on April 25, 2024, 10:41 p.m.
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Snapshot tests for rmo
Code
rmo(10, 3, intensities)
Output
[,1] [,2] [,3]
[1,] 0.3647525 0.8628091 0.3647525
[2,] 0.4250048 2.7255457 3.2004697
[3,] 0.5788895 0.5374872 0.5374872
[4,] 1.9755189 0.6383314 0.3177014
[5,] 1.0840885 1.0840885 1.0840885
[6,] 0.2863212 1.3715220 0.2829127
[7,] 0.8102270 0.8102270 0.8102270
[8,] 0.1873331 2.8396920 0.1873331
[9,] 2.7911899 2.3902136 3.2290295
[10,] 3.0099085 2.4743421 0.7693660
Code
rmo(10, 3, intensities, method = "AM")
Output
[,1] [,2] [,3]
[1,] 0.06880645 0.06880645 0.06880645
[2,] 0.30179136 0.30179136 0.09850476
[3,] 2.29224564 1.20190247 1.28299789
[4,] 2.25987330 0.34213336 0.83942708
[5,] 0.49400360 0.49400360 0.49400360
[6,] 3.04671243 0.89687013 0.77225780
[7,] 0.93613577 0.93613577 0.58397511
[8,] 0.43487527 0.43487527 0.43487527
[9,] 0.31994798 1.59426585 1.52638206
[10,] 0.71399288 0.71399288 0.71399288
Code
rmo(10, 3, intensities, method = "ESM")
Output
[,1] [,2] [,3]
[1,] 0.09217117 0.09217117 0.09217117
[2,] 0.50533007 0.50533007 0.50533007
[3,] 0.52759116 1.45535208 1.45535208
[4,] 0.14840432 1.51988746 2.25159812
[5,] 1.55868992 0.61376607 0.38243189
[6,] 4.33949823 1.98299316 0.08228817
[7,] 2.13474009 1.30012318 1.02229016
[8,] 1.07677081 0.12053398 0.70485000
[9,] 0.60271215 0.60271215 0.60271215
[10,] 0.04534945 0.04534945 0.04534945
Snapshot tests for rexmo
Code
rexmo(10, 3, ex_intensities)
Output
[,1] [,2] [,3]
[1,] 2.82740734 0.51497959 0.43866507
[2,] 3.99855037 4.28811707 1.86334613
[3,] 0.56804476 0.56804476 0.56804476
[4,] 0.19394430 0.19394430 0.19394430
[5,] 0.26953210 0.79148790 0.79148790
[6,] 0.07223444 0.07223444 0.07223444
[7,] 1.62871932 0.95653370 0.56379145
[8,] 0.79879607 0.87240596 1.67430381
[9,] 0.40220907 0.02217042 0.35828409
[10,] 0.36595814 0.41388624 0.36595814
Code
rexmo(10, 3, ex_intensities, method = "MDCM")
Output
[,1] [,2] [,3]
[1,] 0.889558444 0.457819425 1.962147001
[2,] 0.004059052 0.004059052 0.004059052
[3,] 1.865643094 1.119907342 2.910057344
[4,] 0.620827392 0.620827392 0.620827392
[5,] 1.090790076 1.033503151 0.422264494
[6,] 0.007575896 0.007575896 0.007575896
[7,] 0.087528493 0.087528493 0.087528493
[8,] 0.464986247 2.457644200 0.464986247
[9,] 1.355417554 0.122682631 0.122682631
[10,] 0.738582227 0.135993782 0.738582227
Code
rexmo(10, 3, ex_intensities, method = "AM")
Output
[,1] [,2] [,3]
[1,] 0.4053342602 0.40533426 0.4245635443
[2,] 1.4323693817 1.43236938 1.4323693817
[3,] 0.0008317225 0.22138463 0.0008317225
[4,] 0.2211761700 1.65782206 1.8346767056
[5,] 0.0612884574 0.06128846 0.0612884574
[6,] 3.0636932796 0.33633045 5.3738627311
[7,] 0.4827774451 1.22049592 0.4697915936
[8,] 1.9402615708 1.94026157 0.1896545955
[9,] 0.0913296898 0.09132969 0.0913296898
[10,] 1.5558876516 0.26634859 0.0025341665
Code
rexmo(10, 3, ex_intensities, method = "ESM")
Output
[,1] [,2] [,3]
[1,] 1.0151254316 0.0773239334 0.1795608563
[2,] 0.6088845682 0.6088845682 0.0242545491
[3,] 0.0003389076 0.0003389076 0.0003389076
[4,] 0.4055694429 3.6986963356 3.5221730126
[5,] 1.0945508559 1.0945508559 1.0945508559
[6,] 0.6285819038 0.0072596769 0.5964913783
[7,] 1.1571357294 0.4230261575 1.1298930726
[8,] 0.5434176908 0.5434176908 0.5434176908
[9,] 1.2206289056 0.5403191247 0.1678596810
[10,] 0.1117051491 1.4629583491 1.9171328772
Snapshot tests for rextmo
Code
rextmo(10, 3, bf)
Output
[,1] [,2] [,3]
[1,] 2.6128181 3.1197100 2.0598996
[2,] 1.3411378 0.6536532 1.3411378
[3,] 1.6551900 0.8770861 0.8770861
[4,] 0.8696333 0.8696333 0.9193170
[5,] 1.4366499 0.9514767 0.1989829
[6,] 0.6012544 0.6012544 0.3389247
[7,] 1.7851002 1.7851002 2.5001801
[8,] 0.0621302 0.0621302 0.4183058
[9,] 0.3333303 0.3333303 0.1184949
[10,] 2.2915711 0.2818178 0.8146428
Code
rextmo(10, 3, bf, method = "MDCM")
Output
[,1] [,2] [,3]
[1,] 0.33004839 1.1558646 0.6490059
[2,] 3.24541658 1.5807719 3.8428109
[3,] 0.85988593 0.9945232 0.8598859
[4,] 2.06767156 2.5827180 1.0605375
[5,] 0.35005752 0.3500575 0.3500575
[6,] 0.42749690 0.3500554 0.4274969
[7,] 2.30796048 2.7436661 0.9335214
[8,] 0.15407555 0.1540756 0.1540756
[9,] 0.69255105 4.4684920 1.9585568
[10,] 0.02012214 1.7926937 1.7926937
Code
rextmo(10, 3, bf, method = "AM")
Output
[,1] [,2] [,3]
[1,] 2.6827645 1.9042912 0.3542029
[2,] 0.1079150 0.6915642 1.3749108
[3,] 1.9669714 0.9414172 0.5907038
[4,] 1.1171116 0.1164323 0.9941419
[5,] 1.9191464 0.9642628 0.9642628
[6,] 1.0117245 2.1083328 5.9981079
[7,] 0.4348058 0.7339093 0.7339093
[8,] 0.2268107 0.2530277 0.2530277
[9,] 2.2277718 0.5516924 0.6950043
[10,] 2.6034075 2.0810145 2.4226456
Code
rextmo(10, 3, bf, method = "ESM")
Output
[,1] [,2] [,3]
[1,] 1.24788251 1.14420609 3.74622167
[2,] 1.13214076 1.13214076 1.13214076
[3,] 1.78272943 0.11404037 0.11404037
[4,] 2.67190707 0.58839810 0.80196699
[5,] 0.13843533 0.32961177 0.32961177
[6,] 0.99459511 0.99459511 0.99459511
[7,] 0.94802478 0.94802478 0.86158854
[8,] 0.15932846 0.44552242 0.44552242
[9,] 0.02803628 0.02803628 0.02803628
[10,] 1.49632138 0.71191942 0.52921771
Snapshot tests for rpextmo
Code
rpextmo(10, 3, a = a, b = b)
Output
[,1] [,2] [,3]
[1,] 1.43391348 2.0483220 0.38727348
[2,] 0.39588563 1.9723184 2.73089968
[3,] 1.11947127 0.8306414 1.11947127
[4,] 0.17465583 0.9381042 1.18202538
[5,] 2.16631521 1.4796098 0.10276078
[6,] 0.01715448 0.5416849 0.45947230
[7,] 0.18936091 0.1893609 0.18936091
[8,] 0.31460997 2.3274858 0.11403310
[9,] 1.97509153 1.2282783 0.02968031
[10,] 0.21801139 3.4669093 1.31927555
Code
rpextmo(10, 3, a = a, b = b, method = "ESM")
Output
[,1] [,2] [,3]
[1,] 3.1146534 2.3493670 3.114653362
[2,] 0.1482071 2.6351166 0.659808740
[3,] 0.3525797 3.5731280 0.002705101
[4,] 0.2292629 1.7442084 2.035002964
[5,] 1.4741250 0.6906337 2.860812489
[6,] 0.8484167 0.8484167 0.655462348
[7,] 1.4770576 1.4329195 4.542908799
[8,] 0.5171945 0.4566942 1.199279264
[9,] 2.0400825 1.9134042 5.681894817
[10,] 0.7872464 4.0580344 2.322306843
Code
rpextmo(10, 3, a = a, b = b, method = "MDCM")
Output
[,1] [,2] [,3]
[1,] 0.37499547 1.83109083 1.13185334
[2,] 1.96368157 2.02241873 0.77396213
[3,] 1.49925214 0.58930437 2.60329551
[4,] 0.64522222 2.63034948 1.27612503
[5,] 7.03437588 5.34236643 0.67760522
[6,] 0.10696964 0.10696964 0.10696964
[7,] 0.08066141 0.58208246 1.59458894
[8,] 2.33593268 0.54216467 0.72487220
[9,] 0.09288622 0.09288622 0.09288622
[10,] 1.44389272 1.36635527 1.36303024
Code
rpextmo(10, 3, a = a, b = b, method = "LFM")
Output
[,1] [,2] [,3]
[1,] 1.03646153 0.6992221 0.009898771
[2,] 1.34535918 1.3453592 0.750104101
[3,] 0.43349821 3.8657320 0.056062437
[4,] 0.06024018 0.3233106 2.781512144
[5,] 1.95736716 1.3821992 2.447035102
[6,] 0.38853212 0.4522340 2.650088334
[7,] 3.19905625 1.9419393 0.655479779
[8,] 0.21308540 0.5259582 0.525958177
[9,] 0.58046216 0.5804622 0.580462164
[10,] 1.64052868 2.5811440 0.302137629
Code
rpextmo(10, 3, a = a, b = b, method = "AM")
Output
[,1] [,2] [,3]
[1,] 1.90870810 0.11598091 0.98954347
[2,] 1.80421320 0.45366838 1.01664270
[3,] 3.54634570 2.54814127 0.48945298
[4,] 5.57943477 0.19255211 0.91714521
[5,] 0.22833770 0.22833770 0.22833770
[6,] 0.10469795 0.10469795 0.10469795
[7,] 0.04386385 0.04386385 0.04386385
[8,] 2.12025921 2.12025921 2.12025921
[9,] 1.45901117 1.45901117 1.45901117
[10,] 1.47765774 4.11978416 6.93621847
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Poisson")
Output
[,1] [,2] [,3]
[1,] 4.38579013 1.335922537 0.32945567
[2,] 0.08050026 0.747505461 0.95488580
[3,] 0.87687879 0.008369892 0.85532079
[4,] 0.09092173 0.090921728 0.09092173
[5,] 0.31583643 2.813901568 0.11231253
[6,] 6.34208261 0.610605075 4.31971604
[7,] 0.64368470 2.654823409 0.76642585
[8,] 0.31874637 1.637611093 1.05950692
[9,] 0.80595731 0.805957305 0.80595731
[10,] 1.06623881 0.339292092 10.09865993
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Poisson",
method = "MDCM")
Output
[,1] [,2] [,3]
[1,] 1.21757497 0.31700653 1.21757497
[2,] 0.47809524 0.47809524 0.01770918
[3,] 0.37435253 5.58544624 1.23259951
[4,] 1.48166114 0.02110597 2.41995089
[5,] 0.65881703 0.02371610 1.12737717
[6,] 0.08274698 0.84626662 0.47484095
[7,] 0.07793811 1.52490354 2.32159502
[8,] 0.38621553 0.60443884 0.53149173
[9,] 0.04829180 0.64998022 0.64998022
[10,] 0.57168369 0.51005195 2.28669415
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Poisson",
method = "LFM")
Output
[,1] [,2] [,3]
[1,] 5.4372960 1.4507895 0.7065194
[2,] 0.2716154 1.9997127 2.3503722
[3,] 1.9091434 0.9236694 0.5966871
[4,] 0.4593172 0.9158681 1.5325334
[5,] 0.1340823 0.1340823 0.1340823
[6,] 0.2590705 0.3185166 0.2590705
[7,] 4.4677190 2.7423477 0.9871155
[8,] 1.1564276 0.5513213 2.1013625
[9,] 4.8205657 6.6218155 2.4727468
[10,] 0.1513767 0.3456375 0.3456375
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Poisson",
method = "AM")
Output
[,1] [,2] [,3]
[1,] 3.53255702 0.3077733 0.7237170
[2,] 1.79597736 1.7844346 3.2659104
[3,] 0.12065874 0.1206587 0.1206587
[4,] 0.56807982 0.5680798 0.5680798
[5,] 2.16954056 0.5447147 1.4724157
[6,] 1.23011910 0.5571192 1.1002843
[7,] 0.05026172 0.6190730 0.9830158
[8,] 1.07017787 0.7573319 0.7537381
[9,] 1.68794230 0.4419875 0.7503104
[10,] 0.22834623 2.9718127 4.7559281
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Poisson",
method = "ESM")
Output
[,1] [,2] [,3]
[1,] 1.8322096 0.9542063 1.58964664
[2,] 0.7449016 0.2628457 0.26284570
[3,] 0.3174560 0.2059813 3.80800549
[4,] 0.6504345 1.4839315 0.26227745
[5,] 0.2533655 4.3202266 0.38479789
[6,] 1.4771307 0.3491229 0.63772065
[7,] 0.6856100 0.6856100 0.68561004
[8,] 1.7478080 6.1284004 1.20351096
[9,] 0.6011339 0.7552410 0.62888777
[10,] 1.1933681 1.1612569 0.04795732
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Pareto")
Output
[,1] [,2] [,3]
[1,] 4.0429699 0.72985216 0.39499548
[2,] 0.7817494 0.25187484 1.70627823
[3,] 1.9467115 0.47641487 2.25211695
[4,] 2.7131258 2.30816167 3.70292089
[5,] 3.4962108 3.49621076 1.53434794
[6,] 0.4832412 0.09992601 0.24836478
[7,] 0.2247299 0.22472987 0.22472987
[8,] 1.9841033 1.19627588 5.99118917
[9,] 0.9330009 0.30534978 0.63174029
[10,] 1.0719289 1.18562745 0.09980577
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Pareto",
method = "MDCM")
Output
[,1] [,2] [,3]
[1,] 4.5298526 2.1795992 4.5298526
[2,] 1.2063234 0.5885299 0.5966800
[3,] 0.6740197 0.7327823 0.2425055
[4,] 1.2009931 2.7647181 2.2187024
[5,] 0.6742195 0.1931581 0.6742195
[6,] 0.7963021 0.7963021 0.7963021
[7,] 1.6901127 4.3692342 3.1788050
[8,] 2.6450084 0.9694550 0.9694550
[9,] 1.1037792 1.8695649 0.6923521
[10,] 2.8916764 1.8050221 1.2819922
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Pareto",
method = "LFM")
Output
[,1] [,2] [,3]
[1,] 0.9656366 0.2684878 1.07953868
[2,] 0.6306183 0.7813560 1.65961958
[3,] 1.6012089 2.1763461 2.17634614
[4,] 0.6777541 1.5138011 2.80937762
[5,] 1.0269954 0.8603332 3.30634843
[6,] 0.4265824 1.1877067 1.18770674
[7,] 0.1611129 0.1611129 0.16111287
[8,] 7.1578972 0.2402024 0.00234566
[9,] 1.4143020 1.4143020 1.41430198
[10,] 1.8102628 1.4280522 2.02306872
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Pareto",
method = "AM")
Output
[,1] [,2] [,3]
[1,] 0.3466778 0.7424915 0.10343807
[2,] 1.2455424 1.3509943 1.24804872
[3,] 0.6734201 0.6734201 0.67342009
[4,] 0.2370888 0.2370888 0.23708881
[5,] 0.4323013 1.7429154 0.03961408
[6,] 2.9938256 0.7680751 0.35691836
[7,] 1.6630057 1.1359144 2.87316467
[8,] 4.3414808 0.5513452 0.95069310
[9,] 4.3579170 1.7879660 4.30080005
[10,] 0.1714650 3.1052330 0.29331907
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Pareto",
method = "ESM")
Output
[,1] [,2] [,3]
[1,] 0.56318165 4.59005267 2.88678429
[2,] 2.32365232 0.95405316 1.68916386
[3,] 1.47195122 0.42421530 2.33618106
[4,] 1.64450298 3.30104398 1.09937739
[5,] 0.09429221 0.09429221 0.09429221
[6,] 3.30873491 0.42211059 3.46640523
[7,] 3.60386164 0.14249102 2.05562871
[8,] 2.79351716 0.17598879 2.79351716
[9,] 0.80210070 1.34419310 1.12528840
[10,] 1.22548877 0.90040384 1.35666220
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Exponential")
Output
[,1] [,2] [,3]
[1,] 0.05912339 1.34437540 0.05912339
[2,] 0.07317127 0.07317127 0.07317127
[3,] 1.58732731 0.98749828 1.58732731
[4,] 1.03060776 1.45864385 1.25204642
[5,] 1.07607305 1.05823055 1.07607305
[6,] 0.10236600 0.05543890 5.06566110
[7,] 0.52779097 0.65466088 3.13640915
[8,] 0.21894542 1.79273542 2.69108151
[9,] 0.97951683 1.63539288 2.24277295
[10,] 0.16513360 1.32559251 1.32559251
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Exponential",
method = "MDCM")
Output
[,1] [,2] [,3]
[1,] 0.46084181 1.18868918 0.01484090
[2,] 0.32707223 0.32707223 0.32707223
[3,] 0.62437699 2.00721795 0.24169974
[4,] 0.17829253 0.17829253 0.32477089
[5,] 0.04780903 0.04780903 0.04780903
[6,] 0.61335639 0.08072726 0.61335639
[7,] 0.53236064 0.18675206 0.53236064
[8,] 0.88563384 0.70675793 0.88563384
[9,] 0.86140432 0.86140432 0.86140432
[10,] 0.88883244 1.65478612 1.65478612
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Exponential",
method = "LFM")
Output
[,1] [,2] [,3]
[1,] 0.00743093 0.00743093 0.00743093
[2,] 0.16276880 0.16276880 0.16276880
[3,] 0.17062130 0.17062130 0.01627076
[4,] 0.13666723 0.13666723 0.13666723
[5,] 1.15601483 0.43829898 0.76501965
[6,] 2.93508607 0.63260924 2.93508607
[7,] 0.19206017 0.33283073 0.49080968
[8,] 0.17782655 0.17782655 0.17782655
[9,] 1.48254418 3.24559036 1.48254418
[10,] 0.63772875 0.77088876 1.26954038
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Exponential",
method = "AM")
Output
[,1] [,2] [,3]
[1,] 0.012355355 0.01235535 0.01235535
[2,] 1.066363139 0.36133647 1.06636314
[3,] 1.132671284 0.60582732 3.40431251
[4,] 0.656545714 1.70301624 1.47147701
[5,] 0.492690299 0.01915721 2.62884005
[6,] 0.108058640 0.04227843 2.27391609
[7,] 0.942278069 0.79624046 0.79624046
[8,] 1.049052162 1.04905216 1.04905216
[9,] 0.004846707 0.03144876 0.03144876
[10,] 0.071431928 0.07143193 0.07143193
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Exponential",
method = "ESM")
Output
[,1] [,2] [,3]
[1,] 2.3447084 2.344708414 2.34470841
[2,] 0.2487493 0.119049877 2.50770386
[3,] 0.1889548 0.366960535 0.18895477
[4,] 0.1633503 0.163350307 0.16335031
[5,] 0.5919019 0.591901889 0.01213489
[6,] 1.4468576 0.536358553 1.44685765
[7,] 0.6986804 1.246776360 2.14526524
[8,] 0.8617622 0.002105273 0.16237574
[9,] 1.8940372 0.939692353 1.89403720
[10,] 2.1890040 2.189003978 2.18900398
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "AlphaStable")
Output
[,1] [,2] [,3]
[1,] 1.1522583 1.15225835 1.1522583
[2,] 2.3438310 2.20667501 0.5877371
[3,] 1.2636703 0.76783915 1.5859450
[4,] 1.0737486 2.49987568 1.0103511
[5,] 0.6248554 0.62485538 0.2851437
[6,] 0.1133154 0.42921522 0.6974607
[7,] 0.2365264 0.62095684 0.6209568
[8,] 0.5566156 0.09664244 0.2533222
[9,] 1.4464532 1.19290378 1.4464532
[10,] 2.1703813 0.32954105 1.9738864
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "AlphaStable",
method = "MDCM")
Output
[,1] [,2] [,3]
[1,] 0.1995068 1.3464236 0.9218627
[2,] 1.3421247 4.5781104 0.7136873
[3,] 1.5454596 1.5109247 1.5454596
[4,] 0.4693960 1.8718364 0.7821022
[5,] 1.1944259 2.0575073 1.4451145
[6,] 0.6593718 0.2939377 0.6593718
[7,] 0.3852844 0.3852844 0.3852844
[8,] 0.8391864 0.1393456 0.8391864
[9,] 0.3493067 0.3493067 0.3493067
[10,] 0.2252217 0.0440637 0.0440637
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "AlphaStable",
method = "AM")
Output
[,1] [,2] [,3]
[1,] 0.13749202 1.2022226 0.8085268
[2,] 3.48662780 1.4216402 1.4216402
[3,] 0.81520905 0.2290839 0.7182207
[4,] 0.20014666 0.7481068 0.2706699
[5,] 0.97299412 0.1654845 0.1654845
[6,] 0.67931983 0.6793198 0.3223502
[7,] 3.33973767 1.8233398 2.1969291
[8,] 0.34987812 0.1587809 0.5460459
[9,] 0.88342013 0.1613891 0.4737532
[10,] 0.08325433 1.4435806 0.7872580
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "AlphaStable",
method = "ESM")
Output
[,1] [,2] [,3]
[1,] 0.2618597 0.4717203 0.47172035
[2,] 1.0645394 0.5112276 4.67877508
[3,] 1.3146939 0.6222795 0.08188844
[4,] 1.2340323 1.4689194 2.29938533
[5,] 1.5528792 0.9588694 3.20223894
[6,] 0.7869261 0.7869261 0.78692612
[7,] 0.5084543 0.5084543 0.03167042
[8,] 3.0222963 1.9412618 0.31433476
[9,] 0.1203611 0.1203611 0.12036109
[10,] 1.4862473 1.1962636 0.69607729
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "InverseGaussian")
Output
[,1] [,2] [,3]
[1,] 0.89331123 0.97378916 0.44543807
[2,] 0.09702478 2.55847699 0.05569280
[3,] 0.19239602 0.71625371 0.93039604
[4,] 0.84969839 2.12976797 1.89269677
[5,] 0.59651659 1.54025253 1.33804509
[6,] 0.03128427 0.03128427 0.03128427
[7,] 0.28507170 0.98618813 1.15316199
[8,] 1.84319792 0.49623218 1.93370917
[9,] 0.94683138 1.53508005 0.18379708
[10,] 0.29649901 0.66417404 0.19697707
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "InverseGaussian",
method = "MDCM")
Output
[,1] [,2] [,3]
[1,] 0.36062890 0.213186053 0.15694879
[2,] 0.57059296 0.497118122 0.27588068
[3,] 2.85574115 1.285108428 0.62779132
[4,] 0.44256488 0.009233515 0.95042901
[5,] 0.31233892 0.312338921 0.31233892
[6,] 0.79215828 0.792158284 0.79215828
[7,] 0.05791525 0.057915247 0.05791525
[8,] 3.33569938 0.479975208 1.56806969
[9,] 0.04373606 0.328340875 0.32834088
[10,] 1.09290374 1.331597603 2.45273917
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "InverseGaussian",
method = "AM")
Output
[,1] [,2] [,3]
[1,] 0.52463829 0.53658737 0.98831638
[2,] 0.74403760 1.62727181 2.09169238
[3,] 0.01862095 0.01862095 0.03234235
[4,] 0.37994379 0.15701578 0.79314356
[5,] 0.56587950 0.46361251 0.63485515
[6,] 0.40108626 0.24225268 0.36008584
[7,] 0.35029681 2.01099894 2.65291969
[8,] 0.17544686 1.98933235 2.01699882
[9,] 1.36110433 0.02051590 1.23740272
[10,] 1.41530667 0.09806132 0.81533660
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "InverseGaussian",
method = "ESM")
Output
[,1] [,2] [,3]
[1,] 0.17236534 0.1723653 0.02576214
[2,] 2.10753587 2.1075359 1.39906788
[3,] 0.04876278 3.9141854 1.68908003
[4,] 0.07605640 0.8037901 0.30207335
[5,] 0.14713285 0.1471329 1.18148391
[6,] 0.08236974 0.3620324 0.36203237
[7,] 1.20214127 0.4368694 0.11703814
[8,] 0.30798307 0.9232656 0.16276816
[9,] 0.85631575 0.7877609 0.78327440
[10,] 2.48089035 2.1179363 0.21386359
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Gamma")
Output
[,1] [,2] [,3]
[1,] 0.5918084 0.06361148 1.3536513
[2,] 0.6118253 1.17790718 1.3539562
[3,] 0.2559067 0.25590673 1.3028787
[4,] 2.8506191 0.27964900 0.6878854
[5,] 0.3723742 0.58191406 3.1730065
[6,] 0.8638792 2.16700570 0.4602044
[7,] 0.1638036 0.10579351 0.1682007
[8,] 3.1402543 0.89452783 0.5908107
[9,] 1.8034499 0.55612300 0.5540765
[10,] 0.4948942 0.49489416 0.4948942
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Gamma",
method = "MDCM")
Output
[,1] [,2] [,3]
[1,] 2.15383708 4.1242372 2.5143504
[2,] 0.25545228 0.2554523 0.2554523
[3,] 1.82972102 2.2987945 0.5380250
[4,] 1.01322268 1.0132227 1.2968647
[5,] 2.06405642 1.0309508 0.9646501
[6,] 0.32641115 0.6374768 0.5460341
[7,] 0.44985302 0.5773447 0.5773447
[8,] 0.08687279 0.3375685 0.1363405
[9,] 1.02552305 0.9961858 2.5776552
[10,] 0.74661497 1.6559575 0.8616138
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Gamma",
method = "AM")
Output
[,1] [,2] [,3]
[1,] 0.01516218 1.0856791 0.75272821
[2,] 1.53079236 1.2231543 2.05414176
[3,] 0.62398870 0.7522268 0.06134116
[4,] 0.06146735 2.5488663 1.14641242
[5,] 0.08146462 0.1699212 0.61031759
[6,] 0.21324200 0.5973301 0.59733012
[7,] 1.41894261 0.3452597 1.13047671
[8,] 0.67880707 0.2455083 0.67880707
[9,] 1.90559997 1.9056000 0.34091362
[10,] 0.07514893 0.6327808 0.94651137
Code
rpextmo(10, 3, a = a, b = b, gamma = gamma, eta = eta, family = "Gamma",
method = "ESM")
Output
[,1] [,2] [,3]
[1,] 1.72670390 0.90865622 0.2527125
[2,] 0.42008731 0.42008731 0.2761878
[3,] 1.14267276 2.50833408 1.0399161
[4,] 2.15785618 0.13711222 1.7424602
[5,] 0.22200688 1.91550779 1.9155078
[6,] 0.52504862 0.31135120 1.1190328
[7,] 0.11896837 2.10671731 0.2755565
[8,] 0.21509060 0.21509060 0.6163843
[9,] 0.08014934 0.81123238 1.1456199
[10,] 0.57296101 0.06628679 0.3324559
Code
rextmo(10, 3, ConvexCombinationOfBernsteinFunctions(coefficients = c(2.144887,
0.1491956, 0.8279853, 0.5382334, 2.687858, 1.164148, 1.369062, 0.02881049),
points = list(InverseGaussianBernsteinFunction(eta = 1.643128),
LinearBernsteinFunction(scale = 1.452913), ParetoBernsteinFunction(alpha = 0.1474029,
x0 = 0.01), GammaBernsteinFunction(a = 2.518894), ConstantBernsteinFunction(
constant = 0.6853059), ExponentialBernsteinFunction(lambda = 1.541644),
InverseGaussianBernsteinFunction(eta = 0.5562086), LinearBernsteinFunction(
scale = 0.002915767))), method = "MDCM")
Output
[,1] [,2] [,3]
[1,] 0.39812612 0.39812612 0.09301645
[2,] 0.04814906 0.04814906 0.04814906
[3,] 0.15535395 0.05154482 0.10115593
[4,] 0.23394625 0.14619960 0.14637573
[5,] 0.14282587 0.14282587 0.14282587
[6,] 0.04038717 0.04038717 0.37573988
[7,] 0.07136153 0.13933688 0.07987970
[8,] 0.01922541 0.01922541 0.01922541
[9,] 0.02049307 0.08858930 0.02049307
[10,] 0.20813663 0.29958471 0.29958471
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