Inference for Average Treatment Effects using Covariate Balancing


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Documentation for package ‘ATE’ version 0.2.0

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ATE-package Nonparametric efficient inference of the average treatment effects for observational data
ATE Estimate the Average Treatment Effect
cr.rho Cressie and Read objective functions
Cressie and Read function Cressie and Read objective functions
d.cr.rho Cressie and Read objective functions
dd.cr.rho Cressie and Read objective functions
nhanes_bmi Subsample of National Health and Nutritional Examination Survey for School Children
nsw Lalonde subsample of the National Supported Work Demonstration Data (NSW)
plot.ATE Plots of empirical and weighted CDF for covariates
print.summary.ATE Summarizing output of study.
summary.ATE Summarizing output of study.