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DRDRtest (version 0.1)

A Nonparametric Doubly Robust Test for Continuous Treatment Effect

Description

Implement the statistical test proposed in Weng et al. (2021) to test whether the average treatment effect curve is constant and whether a discrete covariate is a significant effect modifier.

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Version

Install

install.packages('DRDRtest')

Monthly Downloads

189

Version

0.1

License

GPL (>= 3)

Maintainer

Guangwei Weng

Last Published

September 28th, 2021

Functions in DRDRtest (0.1)

drdrtest_em.superlearner

The function for testing a effect modifier with SuperLearner
drdrtest.base

The base function for performing tests of average treatment effects
drdrtest_em

The base function for testing a effect modifier with user specified nuisance functions
drdrtest_em.base

The base function for testing effect modifiers
drdrtest

The function for performing tests of average treatment effects with user specified nuisance functions
drdrtest.superlearner

The function for performing tests of average treatment effects with SuperLearner