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LARF (version 1.3)

Local Average Response Functions for Instrumental Variable Estimation of Treatment Effects

Description

Provides instrumental variable estimation of treatment effects when both the endogenous treatment and its instrument are binary. Applicable to both binary and continuous outcomes.

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Version

Install

install.packages('LARF')

Monthly Downloads

547

Version

1.3

License

GPL-3

Maintainer

Weihua An

Last Published

February 9th, 2015

Functions in LARF (1.3)

npse

Nonparametric Power Series Estimation

Generate.Powers

Generating Powers Series of Variables

predict.larf

Predictions Based on the Estimated LARF

summary.larf

Summary of the Estimated LARF

cvlm

Cross-validation of a Linear Regression Model

larf

Local Average Response Functions for Instrumental Variable Estimation of Treatment Effects

print.larf

Print Results of the Estimated LARF

c401k

vcov.larf

Variance Covariance Matrix of the Parameters in the Estimated LARF

larf.fit

Fitting the Local Average Response Function