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efficiency.csv
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efficiency.csv
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"distribution","p","n","estimator","efficiency"
"Uniform(a=0, b=1)",0.01,5,"hd",1.0303873109623
"Triangular(a=0, b=2, c=1)",0.01,5,"hd",1.02373198730049
"Triangular(a=0, b=2, c=0.2)",0.01,5,"hd",1.02888835178983
"Beta(a=2, b=4)",0.01,5,"hd",1.02818128226417
"Beta(a=2, b=10)",0.01,5,"hd",1.02767806181634
"Normal(m=0, sd=1)",0.01,5,"hd",1.01996427990786
"Weibull(scale=1, shape=2)",0.01,5,"hd",1.02739962383898
"Student(df=3)",0.01,5,"hd",1.00662653499994
"Gumbel(loc=0, scale=1)",0.01,5,"hd",1.02159736605947
"Exp(rate=1)",0.01,5,"hd",1.03706593532333
"Cauchy(x0=0, gamma=1)",0.01,5,"hd",0.95814895480099
"Pareto(loc=1, shape=0.5)",0.01,5,"hd",0.925130127651758
"Pareto(loc=1, shape=2)",0.01,5,"hd",1.04491288304257
"LogNormal(mlog=0, sdlog=1)",0.01,5,"hd",1.03239416001969
"LogNormal(mlog=0, sdlog=2)",0.01,5,"hd",1.07296414661034
"LogNormal(mlog=0, sdlog=3)",0.01,5,"hd",1.13460936859344
"Weibull(shape=0.3)",0.01,5,"hd",1.18289879770942
"Weibull(shape=0.5)",0.01,5,"hd",1.08120870928285
"Frechet(shape=1)",0.01,5,"hd",1.04007327866706
"Frechet(shape=3)",0.01,5,"hd",1.03017749614596
"Uniform(a=0, b=1)",0.02,5,"hd",1.05830786962964
"Triangular(a=0, b=2, c=1)",0.02,5,"hd",1.04206984229264
"Triangular(a=0, b=2, c=0.2)",0.02,5,"hd",1.06035331574489
"Beta(a=2, b=4)",0.02,5,"hd",1.05320049519317
"Beta(a=2, b=10)",0.02,5,"hd",1.05689098726433
"Normal(m=0, sd=1)",0.02,5,"hd",1.03784048006191
"Weibull(scale=1, shape=2)",0.02,5,"hd",1.05705524340397
"Student(df=3)",0.02,5,"hd",1.00501083850546
"Gumbel(loc=0, scale=1)",0.02,5,"hd",1.04848062439668
"Exp(rate=1)",0.02,5,"hd",1.07661024528722
"Cauchy(x0=0, gamma=1)",0.02,5,"hd",0.886064975000643
"Pareto(loc=1, shape=0.5)",0.02,5,"hd",0.640689478145712
"Pareto(loc=1, shape=2)",0.02,5,"hd",1.09968767527802
"LogNormal(mlog=0, sdlog=1)",0.02,5,"hd",1.0734594496434
"LogNormal(mlog=0, sdlog=2)",0.02,5,"hd",1.13059151400994
"LogNormal(mlog=0, sdlog=3)",0.02,5,"hd",1.2213299538034
"Weibull(shape=0.3)",0.02,5,"hd",1.31407957893536
"Weibull(shape=0.5)",0.02,5,"hd",1.12301183911528
"Frechet(shape=1)",0.02,5,"hd",1.08464105434607
"Frechet(shape=3)",0.02,5,"hd",1.06166674378714
"Uniform(a=0, b=1)",0.03,5,"hd",1.09264272547118
"Triangular(a=0, b=2, c=1)",0.03,5,"hd",1.06669456822029
"Triangular(a=0, b=2, c=0.2)",0.03,5,"hd",1.0952158544896
"Beta(a=2, b=4)",0.03,5,"hd",1.0748660953956
"Beta(a=2, b=10)",0.03,5,"hd",1.08278942512978
"Normal(m=0, sd=1)",0.03,5,"hd",1.05017257458722
"Weibull(scale=1, shape=2)",0.03,5,"hd",1.08033436558935
"Student(df=3)",0.03,5,"hd",0.982683436644131
"Gumbel(loc=0, scale=1)",0.03,5,"hd",1.0683148010601
"Exp(rate=1)",0.03,5,"hd",1.11303302621253
"Cauchy(x0=0, gamma=1)",0.03,5,"hd",0.832235267631902
"Pareto(loc=1, shape=0.5)",0.03,5,"hd",0.476957316398827
"Pareto(loc=1, shape=2)",0.03,5,"hd",1.13452898622132
"LogNormal(mlog=0, sdlog=1)",0.03,5,"hd",1.10456300268851
"LogNormal(mlog=0, sdlog=2)",0.03,5,"hd",1.1310543425726
"LogNormal(mlog=0, sdlog=3)",0.03,5,"hd",1.45643843887331
"Weibull(shape=0.3)",0.03,5,"hd",1.47571309673827
"Weibull(shape=0.5)",0.03,5,"hd",1.26833864870398
"Frechet(shape=1)",0.03,5,"hd",1.15729961049464
"Frechet(shape=3)",0.03,5,"hd",1.0943727077856
"Uniform(a=0, b=1)",0.04,5,"hd",1.12468223659757
"Triangular(a=0, b=2, c=1)",0.04,5,"hd",1.0910095129341
"Triangular(a=0, b=2, c=0.2)",0.04,5,"hd",1.12984956888477
"Beta(a=2, b=4)",0.04,5,"hd",1.1102325683043
"Beta(a=2, b=10)",0.04,5,"hd",1.12196313386148
"Normal(m=0, sd=1)",0.04,5,"hd",1.06569717530027
"Weibull(scale=1, shape=2)",0.04,5,"hd",1.10028558378187
"Student(df=3)",0.04,5,"hd",0.961865644779107
"Gumbel(loc=0, scale=1)",0.04,5,"hd",1.08835293683059
"Exp(rate=1)",0.04,5,"hd",1.15220940028238
"Cauchy(x0=0, gamma=1)",0.04,5,"hd",0.777823749598335
"Pareto(loc=1, shape=0.5)",0.04,5,"hd",0.347150857982228
"Pareto(loc=1, shape=2)",0.04,5,"hd",1.17280847024138
"LogNormal(mlog=0, sdlog=1)",0.04,5,"hd",1.14800938420874
"LogNormal(mlog=0, sdlog=2)",0.04,5,"hd",1.3164103473194
"LogNormal(mlog=0, sdlog=3)",0.04,5,"hd",1.55549137538606
"Weibull(shape=0.3)",0.04,5,"hd",1.66115047192781
"Weibull(shape=0.5)",0.04,5,"hd",1.26033807140038
"Frechet(shape=1)",0.04,5,"hd",1.21236325310159
"Frechet(shape=3)",0.04,5,"hd",1.12604825087039
"Uniform(a=0, b=1)",0.05,5,"hd",1.15958924531858
"Triangular(a=0, b=2, c=1)",0.05,5,"hd",1.10896681649446
"Triangular(a=0, b=2, c=0.2)",0.05,5,"hd",1.17031650789826
"Beta(a=2, b=4)",0.05,5,"hd",1.1348664258254
"Beta(a=2, b=10)",0.05,5,"hd",1.15065966334219
"Normal(m=0, sd=1)",0.05,5,"hd",1.07266921054726
"Weibull(scale=1, shape=2)",0.05,5,"hd",1.1292696743068
"Student(df=3)",0.05,5,"hd",0.929541945580601
"Gumbel(loc=0, scale=1)",0.05,5,"hd",1.10650426107381
"Exp(rate=1)",0.05,5,"hd",1.19612488016557
"Cauchy(x0=0, gamma=1)",0.05,5,"hd",0.737432034137788
"Pareto(loc=1, shape=0.5)",0.05,5,"hd",0.334300560625218
"Pareto(loc=1, shape=2)",0.05,5,"hd",1.21863955729988
"LogNormal(mlog=0, sdlog=1)",0.05,5,"hd",1.19314938779229
"LogNormal(mlog=0, sdlog=2)",0.05,5,"hd",1.37788901878828
"LogNormal(mlog=0, sdlog=3)",0.05,5,"hd",1.61944575948573
"Weibull(shape=0.3)",0.05,5,"hd",1.80478883051034
"Weibull(shape=0.5)",0.05,5,"hd",1.34930761547725
"Frechet(shape=1)",0.05,5,"hd",1.2367574268293
"Frechet(shape=3)",0.05,5,"hd",1.15693446049063
"Uniform(a=0, b=1)",0.06,5,"hd",1.18343878881098
"Triangular(a=0, b=2, c=1)",0.06,5,"hd",1.11394379130699
"Triangular(a=0, b=2, c=0.2)",0.06,5,"hd",1.20642117559054
"Beta(a=2, b=4)",0.06,5,"hd",1.18166680607496
"Beta(a=2, b=10)",0.06,5,"hd",1.17349720808852
"Normal(m=0, sd=1)",0.06,5,"hd",1.07407799554658
"Weibull(scale=1, shape=2)",0.06,5,"hd",1.14422590454453
"Student(df=3)",0.06,5,"hd",0.873343577425567
"Gumbel(loc=0, scale=1)",0.06,5,"hd",1.12762822811694
"Exp(rate=1)",0.06,5,"hd",1.24569130671793
"Cauchy(x0=0, gamma=1)",0.06,5,"hd",0.689452290063011
"Pareto(loc=1, shape=0.5)",0.06,5,"hd",0.277275647994788
"Pareto(loc=1, shape=2)",0.06,5,"hd",1.27440336289396
"LogNormal(mlog=0, sdlog=1)",0.06,5,"hd",1.22920030305593
"LogNormal(mlog=0, sdlog=2)",0.06,5,"hd",1.38733640493506
"LogNormal(mlog=0, sdlog=3)",0.06,5,"hd",1.58739626811909
"Weibull(shape=0.3)",0.06,5,"hd",1.66263117932842
"Weibull(shape=0.5)",0.06,5,"hd",1.39878688995506
"Frechet(shape=1)",0.06,5,"hd",1.29674369732834
"Frechet(shape=3)",0.06,5,"hd",1.17183072865848
"Uniform(a=0, b=1)",0.07,5,"hd",1.23223551384455
"Triangular(a=0, b=2, c=1)",0.07,5,"hd",1.13987038430761
"Triangular(a=0, b=2, c=0.2)",0.07,5,"hd",1.24069788115456
"Beta(a=2, b=4)",0.07,5,"hd",1.18807195298568
"Beta(a=2, b=10)",0.07,5,"hd",1.21094439164481
"Normal(m=0, sd=1)",0.07,5,"hd",1.07013725144964
"Weibull(scale=1, shape=2)",0.07,5,"hd",1.1775354700892
"Student(df=3)",0.07,5,"hd",0.863992390383991
"Gumbel(loc=0, scale=1)",0.07,5,"hd",1.14858225979539
"Exp(rate=1)",0.07,5,"hd",1.28420765553491
"Cauchy(x0=0, gamma=1)",0.07,5,"hd",0.638144347935064
"Pareto(loc=1, shape=0.5)",0.07,5,"hd",0.190299085896914
"Pareto(loc=1, shape=2)",0.07,5,"hd",1.32263441952511
"LogNormal(mlog=0, sdlog=1)",0.07,5,"hd",1.25829603128907
"LogNormal(mlog=0, sdlog=2)",0.07,5,"hd",1.48308998659425
"LogNormal(mlog=0, sdlog=3)",0.07,5,"hd",1.44552347534185
"Weibull(shape=0.3)",0.07,5,"hd",1.77775006550787
"Weibull(shape=0.5)",0.07,5,"hd",1.50582792963901
"Frechet(shape=1)",0.07,5,"hd",1.34346293843743
"Frechet(shape=3)",0.07,5,"hd",1.19508274874064
"Uniform(a=0, b=1)",0.08,5,"hd",1.2761026896823
"Triangular(a=0, b=2, c=1)",0.08,5,"hd",1.15495523087578
"Triangular(a=0, b=2, c=0.2)",0.08,5,"hd",1.25796345980727
"Beta(a=2, b=4)",0.08,5,"hd",1.21964991468395
"Beta(a=2, b=10)",0.08,5,"hd",1.23866701932335
"Normal(m=0, sd=1)",0.08,5,"hd",1.06894273486984
"Weibull(scale=1, shape=2)",0.08,5,"hd",1.20339849949077
"Student(df=3)",0.08,5,"hd",0.776798808765651
"Gumbel(loc=0, scale=1)",0.08,5,"hd",1.16865280144048
"Exp(rate=1)",0.08,5,"hd",1.30744409068619
"Cauchy(x0=0, gamma=1)",0.08,5,"hd",0.594962357439585
"Pareto(loc=1, shape=0.5)",0.08,5,"hd",0.0890973023218514
"Pareto(loc=1, shape=2)",0.08,5,"hd",1.35527271358964
"LogNormal(mlog=0, sdlog=1)",0.08,5,"hd",1.34294853881895
"LogNormal(mlog=0, sdlog=2)",0.08,5,"hd",1.53611499713602
"LogNormal(mlog=0, sdlog=3)",0.08,5,"hd",1.40291247724159
"Weibull(shape=0.3)",0.08,5,"hd",1.9975814270528
"Weibull(shape=0.5)",0.08,5,"hd",1.58011433576745
"Frechet(shape=1)",0.08,5,"hd",1.32784646191488
"Frechet(shape=3)",0.08,5,"hd",1.23974489150149
"Uniform(a=0, b=1)",0.09,5,"hd",1.28386350665747
"Triangular(a=0, b=2, c=1)",0.09,5,"hd",1.17636363712176
"Triangular(a=0, b=2, c=0.2)",0.09,5,"hd",1.3039238114735
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"Beta(a=2, b=10)",0.09,5,"hd",1.26191239928789
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"Pareto(loc=1, shape=0.5)",0.49,5,"hd",8.12732596893708e-06
"Pareto(loc=1, shape=2)",0.49,5,"hd",0.511101535661943
"LogNormal(mlog=0, sdlog=1)",0.49,5,"hd",0.807480129628036
"LogNormal(mlog=0, sdlog=2)",0.49,5,"hd",0.177368325401354
"LogNormal(mlog=0, sdlog=3)",0.49,5,"hd",0.0166003543478535
"Weibull(shape=0.3)",0.49,5,"hd",0.136601963725505
"Weibull(shape=0.5)",0.49,5,"hd",0.560072608413833
"Frechet(shape=1)",0.49,5,"hd",0.0545205905111887
"Frechet(shape=3)",0.49,5,"hd",0.827994239626031
"Uniform(a=0, b=1)",0.5,5,"hd",1.5557298840228
"Triangular(a=0, b=2, c=1)",0.5,5,"hd",1.35252856578862
"Triangular(a=0, b=2, c=0.2)",0.5,5,"hd",1.39500940588867
"Beta(a=2, b=4)",0.5,5,"hd",1.37772468196956
"Beta(a=2, b=10)",0.5,5,"hd",1.26857267697696
"Normal(m=0, sd=1)",0.5,5,"hd",1.34385400309416
"Weibull(scale=1, shape=2)",0.5,5,"hd",1.32391960285756
"Student(df=3)",0.5,5,"hd",1.07899170494348
"Gumbel(loc=0, scale=1)",0.5,5,"hd",1.21074549743734
"Exp(rate=1)",0.5,5,"hd",1.05262735821524
"Cauchy(x0=0, gamma=1)",0.5,5,"hd",0.0310246124940358
"Pareto(loc=1, shape=0.5)",0.5,5,"hd",7.71279467114099e-06
"Pareto(loc=1, shape=2)",0.5,5,"hd",0.499711821410386
"LogNormal(mlog=0, sdlog=1)",0.5,5,"hd",0.794091932486947
"LogNormal(mlog=0, sdlog=2)",0.5,5,"hd",0.170669036915525
"LogNormal(mlog=0, sdlog=3)",0.5,5,"hd",0.0135256624179309
"Weibull(shape=0.3)",0.5,5,"hd",0.136672047500294
"Weibull(shape=0.5)",0.5,5,"hd",0.510578705713691
"Frechet(shape=1)",0.5,5,"hd",0.0433140311021866