Index

A

add_parameters() (birdman.model_base.BaseModel method)

B

BaseModel (class in birdman.model_base) birdman.diagnostics module birdman.inference module birdman.stats module

birdman.summary module birdman.transform module birdman.visualization module

C

compile_model() (birdman.model_base.BaseModel method)

concatenate_inferences() (in module birdman.inference) create_regression() (birdman.model_base.BaseModel method)

E

ess() (in module birdman.diagnostics)

F

fit_model() (birdman.model_base.BaseModel method)

fit_to_inference() (in module birdman.inference)

H

hotelling_ttest() (in module birdman.stats)

L

loo() (in module birdman.diagnostics)

M

ModelIterator (class in birdman.model_base) module birdman.diagnostics birdman.inference birdman.stats birdman.summary birdman.transform birdman.visualization

N

NegativeBinomial (class in birdman.default_models) NegativeBinomialLME (class in birdman.default_models)

NegativeBinomialLMESingle (class in birdman.default_models) NegativeBinomialSingle (class in birdman.default_models)

P

plot_parameter_estimates() (in module birdman.visualization)

plot_posterior_predictive_checks() (in module birdman.visualization) posterior_alr_to_clr() (in module birdman.transform)

R

r2_score() (in module birdman.diagnostics)

rhat() (in module birdman.diagnostics)

S

SingleFeatureModel (class in birdman.model_base) specify_model() (birdman.model_base.BaseModel method)

stan_var_to_da() (in module birdman.inference) summarize_posterior() (in module birdman.summary)

T

TableModel (class in birdman.model_base)

to_inference() (birdman.model_base.BaseModel method)