Package index • drlate

Estimation

Fit doubly robust LATE/LATT estimators.

drlate(): Doubly robust estimation of the LATE and LATT
drlate_compare(): Compare drlate estimators in one call

Diagnostics

Check overlap, balance, weights, and instrument strength.

plot(<drlate>): Diagnostic plots for drlate fits
balance(): Covariate balance across instrument arms
balance_test(): Imai-Ratkovic covariate-balance test

Complier profiling

Characterize the complier subpopulation via Abadie’s kappa.

complier_means(): Complier covariate means
kappa_weights(): Abadie's kappa weights

Inference

Confidence intervals, including weak-instrument-robust sets.

confint(<drlate>): Confidence intervals for drlate fits

Specification tests

dr_hausman(): Doubly robust Hausman test of unconfoundedness

Data

drlate_sim: Simulated example data for drlate

Package

drlate-package: drlate: Doubly Robust Estimation of Local Average Treatment Effects