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

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

sc_results

Result classes for Synthetic Control experiment design methods.

staggered_did

Staggered Difference in Differences (Imputation-based)

synthetic_control

Synthetic Control Experiment