checks#

Sensitivity and diagnostic checks for causal inference experiments.

Modules

bandwidth

Bandwidth sensitivity check for Regression Discontinuity / Kink designs.

base

Base classes for sensitivity / diagnostic checks.

convex_hull

Convex hull diagnostic check for Synthetic Control experiments.

leave_one_out

Leave-one-out sensitivity check for Synthetic Control experiments.

mccrary

McCrary density test for Regression Discontinuity designs.

persistence

Persistence diagnostic check for three-period ITS experiments.

placebo_in_space

Placebo-in-space sensitivity check for Synthetic Control experiments.

placebo_in_time

Placebo-in-time sensitivity check with hierarchical null model.

pre_treatment_placebo

Pre-treatment placebo check for Staggered DiD experiments.

prior_sensitivity

Prior sensitivity check for Bayesian causal inference experiments.