Local Average Response Functions for Instrumental Variable Estimation of Treatment Effects
Cross-validation of a Linear Regression Model
Generating Powers Series of Variables
Fitting the Local Average Response Function
Predictions Based on the Estimated LARF
Local Average Response Functions for Instrumental Variable Estimation ...
Nonparametric Power Series Estimation
Print Results of the Estimated LARF
Summary of the Estimated LARF
Variance Covariance Matrix of the Parameters in the Estimated LARF
Provides instrumental variable estimation of treatment effects when both the endogenous treatment and its instrument are binary. Applicable to both binary and continuous outcomes.