causalinference.estimators package

causalinference.estimators.base module

class causalinference.estimators.base.Estimator

Bases: causalinference.core.data.Dict

Dictionary-like class containing treatment effect estimates.

class causalinference.estimators.base.Estimators

Bases: causalinference.core.data.Dict

Dictionary-like class containing treatment effect estimates for each estimator used.

causalinference.estimators.blocking module

class causalinference.estimators.blocking.Blocking(strata, adj)

Bases: causalinference.estimators.base.Estimator

Dictionary-like class containing treatment effect estimates.

causalinference.estimators.matching module

class causalinference.estimators.matching.Matching(data, W, m, bias_adj)

Bases: causalinference.estimators.base.Estimator

Dictionary-like class containing treatment effect estimates. Standard errors are only computed when needed.

causalinference.estimators.ols module

class causalinference.estimators.ols.OLS(data, adj)

Bases: causalinference.estimators.base.Estimator

Dictionary-like class containing treatment effect estimates.

causalinference.estimators.weighting module

class causalinference.estimators.weighting.Weighting(data)

Bases: causalinference.estimators.base.Estimator

Dictionary-like class containing treatment effect estimates.