Index

A

active_set (uniPairs.estimator.CVResult attribute)

B

BaseInteractionModel (class in uniPairs.estimator)

best_lmda (uniPairs.estimator.CVResult attribute)

C

cv() (in module uniPairs.estimator)

cv_errors (uniPairs.estimator.CVResult attribute) CVResult (class in uniPairs.estimator)

F

family (uniPairs.estimator.FamilySpec attribute) FamilySpec (class in uniPairs.estimator) fit() (uniPairs.estimator.BaseInteractionModel method) (uniPairs.estimator.GLM method) (uniPairs.estimator.Lasso method) (uniPairs.estimator.OLS method) (uniPairs.estimator.UniLasso method) (uniPairs.estimator.UniPairs method) (uniPairs.estimator.UniPairsOneStage method) (uniPairs.estimator.UniPairsTwoStage method)

fit_binomial() (uniPairs.estimator.Lasso method) fit_cox() (uniPairs.estimator.Lasso method) fit_gaussian() (uniPairs.estimator.Lasso method)

G

generate_lmda_path() (in module uniPairs.estimator) get_active_variables() (uniPairs.estimator.BaseInteractionModel method) (uniPairs.estimator.GLM method) (uniPairs.estimator.Lasso method) (uniPairs.estimator.OLS method) (uniPairs.estimator.UniLasso method) (uniPairs.estimator.UniPairs method) (uniPairs.estimator.UniPairsOneStage method) (uniPairs.estimator.UniPairsTwoStage method)

get_fitted_function() (uniPairs.estimator.BaseInteractionModel method) (uniPairs.estimator.GLM method) (uniPairs.estimator.Lasso method) (uniPairs.estimator.OLS method) (uniPairs.estimator.UniLasso method) (uniPairs.estimator.UniPairs method) (uniPairs.estimator.UniPairsOneStage method) (uniPairs.estimator.UniPairsTwoStage method) GLM (class in uniPairs.estimator)

I

intercepts (uniPairs.estimator.Stage1Results attribute)

K

kwargs (uniPairs.estimator.UniPairs attribute)

L

Lasso (class in uniPairs.estimator)

lmda_path (uniPairs.estimator.CVResult attribute) loo_preds (uniPairs.estimator.Stage1Results attribute)

M

module uniPairs.estimator, [1]

N

n_folds (uniPairs.estimator.CVResult attribute)

O

OLS (class in uniPairs.estimator)

P

predict() (uniPairs.estimator.BaseInteractionModel method) (uniPairs.estimator.GLM method) (uniPairs.estimator.Lasso method) (uniPairs.estimator.OLS method) (uniPairs.estimator.UniLasso method) (uniPairs.estimator.UniPairs method) (uniPairs.estimator.UniPairsOneStage method) (uniPairs.estimator.UniPairsTwoStage method)

prevalidated_preds (uniPairs.estimator.CVResult attribute)

S

set_lmda_path() (uniPairs.estimator.Lasso method) (uniPairs.estimator.UniLasso method) set_vars_names() (uniPairs.estimator.GLM method) (uniPairs.estimator.Lasso method) (uniPairs.estimator.OLS method) (uniPairs.estimator.UniLasso method)

slopes (uniPairs.estimator.Stage1Results attribute) Stage1Results (class in uniPairs.estimator)

T

two_stage (uniPairs.estimator.UniPairs attribute)

U

UniLasso (class in uniPairs.estimator) UniPairs (class in uniPairs.estimator) uniPairs.estimator module, [1]

UniPairsOneStage (class in uniPairs.estimator) UniPairsTwoStage (class in uniPairs.estimator)

V

version (uniPairs.estimator.UniPairs attribute)