randChecks (version 0.2.1)

Covariate Balance Checks: Randomization Tests and Graphical Diagnostics

Description

Provides randomization tests and graphical diagnostics for assessing randomized assignment and covariate balance for a binary treatment variable. See Branson (2021) for details.

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Version

Install

install.packages('randChecks')

Monthly Downloads

187

Version

0.2.1

License

MIT + file LICENSE

Maintainer

Zach Branson

Last Published

March 18th, 2021

Functions in randChecks (0.2.1)

getCovMeanDiffs

Covariate Mean Differences

lalonde.matched.card

A Cardinality Matched Dataset for the Lalonde (1986) Data

lalondeMatches

Lalonde (1986) Data and Two Matched Datasets

asIfRandPlot

Graphical Diagnostic of As-If Randomization for Different Assignment Mechanisms

asIfRandTest

As-If Randomization Test for Different Assignment Mechanisms: Global Tests and Covariate-by-Covariate Tests

getStandardizedCovMeanDiffs

Standardized Covariate Mean Differences

lalonde.matched.ps

A 1:1 Propensity Score Matched Dataset for the Lalonde (1986) Data

lovePlotCompare

Love Plot of Standardized Covariate Mean Differences (along with Permutation Quantiles)

lovePlot

Love Plot of Standardized Covariate Mean Differences (along with Permutation Quantiles)

randChecks-internal

Internal randChecks functions