ATE: Inference for Average Treatment Effects using Covariate Balancing

Nonparametric estimation and inference for average treatment effects based on covariate balancing.

Author
Asad Haris <aharis@uw.edu> and Gary Chan <kcgchan@uw.edu>
Date of publication
2015-02-17 23:42:59
Maintainer
Asad Haris <aharis@uw.edu>
License
GPL (>= 2)
Version
0.2.0

View on CRAN

Man pages

ATE
Estimate the Average Treatment Effect
ATE-package
Nonparametric efficient inference of the average treatment...
cr-fun
Cressie and Read objective functions
nhanes_bmi
Subsample of National Health and Nutritional Examination...
nsw
Lalonde subsample of the National Supported Work...
plot.ATE
Plots of empirical and weighted CDF for covariates
summary.ATE
Summarizing output of study.

Files in this package

ATE
ATE/NAMESPACE
ATE/data
ATE/data/nsw.RData
ATE/data/nhanes_bmi.RData
ATE/R
ATE/R/variance_estimates.R
ATE/R/extra_functions.R
ATE/R/objects.R
ATE/R/point_estimates.R
ATE/MD5
ATE/DESCRIPTION
ATE/man
ATE/man/ATE-package.Rd
ATE/man/ATE.Rd
ATE/man/cr-fun.Rd
ATE/man/nhanes_bmi.Rd
ATE/man/plot.ATE.Rd
ATE/man/nsw.Rd
ATE/man/summary.ATE.Rd