pymc_experiments

Quasi-Experiment classes for Bayesian causal inference

Classes

DifferenceInDifferences	A class to analyse data from Difference in Difference settings.
ExperimentalDesign	Base class for other experiment types
InstrumentalVariable	A class to analyse instrumental variable style experiments.
InterruptedTimeSeries	A wrapper around PrePostFit class
InversePropensityWeighting	A class to analyse inverse propensity weighting experiments.
PrePostFit	A class to analyse quasi-experiments where parameter estimation is based on just the pre-intervention data.
PrePostNEGD	A class to analyse data from pretest/posttest designs
RegressionDiscontinuity	A class to analyse sharp regression discontinuity experiments.
RegressionKink	A class to analyse sharp regression kink experiments.
SyntheticControl	A wrapper around the PrePostFit class