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ATE (version 0.2.0)

Inference for Average Treatment Effects using Covariate Balancing

Description

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

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Version

Install

install.packages('ATE')

Monthly Downloads

17

Version

0.2.0

License

GPL (>= 2)

Maintainer

Asad Haris

Last Published

February 17th, 2015

Functions in ATE (0.2.0)

plot.ATE

Plots of empirical and weighted CDF for covariates
nsw

Lalonde subsample of the National Supported Work Demonstration Data (NSW)
ATE-package

Nonparametric efficient inference of the average treatment effects for observational data
ATE

Estimate the Average Treatment Effect
Cressie and Read objective functions

Cressie and Read objective functions
summary.ATE

Summarizing output of study.
nhanes_bmi

Subsample of National Health and Nutritional Examination Survey for School Children