InferHub

This website hosts a growing collection of posterior distributions, with an emphasis on difficult problems (non-log-concave).

For each problem, we use Pigeons to provide a reference, high-quality approximation, with visualization of the posterior and diagnostics produced by InferenceReport.

Models currently available

Name# parametersGlobal communication barrier
logearn_height_model31.85822
arK_model71.55571
logearn_interaction_z_model51.00751
earn_height_model31.89858
eight_schools_noncentered_model180.39312
garch11_model40.76544
low_dim_gauss_mix_model50.374151
kidscore_interaction_model52.53321
kidscore_momiq_model31.45726
hmm_example_model1110.812567
kidscore_interaction_c2_model50.708366
gp_pois_regr_model243.29014
kidscore_mom_work_model50.992719
kidscore_momhsiq_model41.46211
gp_regr_model30.0639767
kidscore_interaction_z_model50.341177
lotka_volterra_model902.29616
kidscore_momhs_model30.769866
kilpisjarvi_model32.12849
nes_model101.76798
logmesquite_logvas_model82.04103
logmesquite_logva_model51.54979
logearn_height_male_model41.9892
kidscore_interaction_c_model50.343086
mesquite_model81.89257
nes_model101.86891
logmesquite_logvolume_model30.456013
nes_model101.81097
nes_model101.80256
logmesquite_logvash_model72.07035
nes_model101.83696
nes_model101.7979
logmesquite_model81.71434
eight_schools_centered_model102.01323
nes_model101.77583
blr_model61.35705
blr_model60.243748
nes_model101.93142
log10earn_height_model31.96045
diamonds_model273.36913
logearn_logheight_male_model42.21793
arma11_model40.163553
logearn_interaction_model52.72387