experiments#

CausalPy experiment module.

Modules

base

Base class for quasi experimental designs.

diff_in_diff

Difference in differences.

instrumental_variable

Instrumental variable regression.

interrupted_time_series

Interrupted Time Series Analysis.

inverse_propensity_weighting

Inverse propensity weighting.

panel_regression

Panel Regression with Fixed Effects.

piecewise_its

Piecewise Interrupted Time Series Analysis (Segmented Regression).

prepostnegd

Pretest/posttest nonequivalent group design.

regression_discontinuity

Regression discontinuity design.

regression_kink

Regression kink design.

staggered_did

Staggered Difference in Differences (Imputation-based).

synthetic_control

Synthetic Control Experiment.