LARF: Local Average Response Functions for Instrumental Variable Estimation of Treatment Effects

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

Author
Weihua An and Xuefu Wang, Indiana University Bloomington
Date of publication
2016-07-26 12:04:14
Maintainer
Weihua An <weihuaan@indiana.edu>
License
GPL-3
Version
1.4

View on CRAN

Man pages

c401k
c401k
cvlm
Cross-validation of a Linear Regression Model
Generate.Powers
Generating Powers Series of Variables
larf
Local Average Response Functions for Instrumental Variable...
larf.fit
Fitting the Local Average Response Function
larf.predict
Predictions Based on the Estimated LARF
npse
Nonparametric Power Series Estimation
print.larf
Print Results of the Estimated LARF
summary.larf
Summary of the Estimated LARF
vcov.larf
Variance Covariance Matrix of the Parameters in the Estimated...

Files in this package

LARF
LARF/inst
LARF/inst/CITATION
LARF/NAMESPACE
LARF/data
LARF/data/c401k.RData
LARF/R
LARF/R/npse.R
LARF/R/larf.R
LARF/MD5
LARF/DESCRIPTION
LARF/man
LARF/man/Generate.Powers.Rd
LARF/man/summary.larf.Rd
LARF/man/larf.Rd
LARF/man/larf.predict.Rd
LARF/man/print.larf.Rd
LARF/man/larf.fit.Rd
LARF/man/vcov.larf.Rd
LARF/man/cvlm.Rd
LARF/man/c401k.Rd
LARF/man/npse.Rd