Package: randChecks 0.2.1
Zach Branson
randChecks: Covariate Balance Checks: Randomization Tests and Graphical Diagnostics
Provides randomization tests and graphical diagnostics for assessing randomized assignment and covariate balance for a binary treatment variable. See Branson (2021) <arxiv:1804.08760> for details.
Authors:
randChecks_0.2.1.tar.gz
randChecks_0.2.1.tar.gz(r-4.5-noble)randChecks_0.2.1.tar.gz(r-4.4-noble)
randChecks_0.2.1.tgz(r-4.4-emscripten)randChecks_0.2.1.tgz(r-4.3-emscripten)
randChecks.pdf |randChecks.html✨
randChecks/json (API)
| # Install 'randChecks' in R: |
| install.packages('randChecks', repos = 'https://cloud.r-project.org') |
- lalonde - Lalonde (1986) Data
- lalonde.matched.card - A Cardinality Matched Dataset for the Lalonde (1986) Data
- lalonde.matched.ps - A 1:1 Propensity Score Matched Dataset for the Lalonde (1986) Data
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 4 years agofrom:8197c393f1. Checks:3 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Mar 10 2025 |
| R-4.5-linux | OK | Mar 10 2025 |
| R-4.4-linux | OK | Mar 10 2025 |
Exports:asIfRandPlotasIfRandTestgetAssignmentColorgetBlockPermgetBlockPerms.balancegetBlockPerms.mdgetCompletePerms.balancegetCompletePerms.mdgetConstrainedDiffsBlockedPerms.balancegetConstrainedDiffsBlockedPerms.mdgetConstrainedDiffsPerms.balancegetConstrainedDiffsPerms.mdgetConstrainedMDBlockedPerms.balancegetConstrainedMDBlockedPerms.mdgetConstrainedMDPerms.balancegetConstrainedMDPerms.mdgetCovMeanDiffsgetMDgetStandardizedCovMeanDiffslovePlotlovePlotComparepermuteData.blocked.constrainedMDpermuteData.blocked.constrainedStandardizedCovMeanDiffspermuteData.constrainedMDpermuteData.constrainedStandardizedCovMeanDiffs
Dependencies:
Citation
To cite package ‘randChecks’ in publications use:
Branson Z (2021). randChecks: Covariate Balance Checks: Randomization Tests and Graphical Diagnostics. R package version 0.2.1, https://CRAN.R-project.org/package=randChecks.
ATTENTION: This citation information has been auto-generated from the package DESCRIPTION file and may need manual editing, see ‘help("citation")’.
Corresponding BibTeX entry:
@Manual{,
title = {randChecks: Covariate Balance Checks: Randomization Tests
and Graphical Diagnostics},
author = {Zach Branson},
year = {2021},
note = {R package version 0.2.1},
url = {https://CRAN.R-project.org/package=randChecks},
}
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Graphical Diagnostic of As-If Randomization for Different Assignment Mechanisms | asIfRandPlot |
| As-If Randomization Test for Different Assignment Mechanisms: Global Tests and Covariate-by-Covariate Tests | asIfRandTest |
| Covariate Mean Differences | getCovMeanDiffs |
| Mahalanobis Distance | getMD |
| Standardized Covariate Mean Differences | getStandardizedCovMeanDiffs |
| Lalonde (1986) Data | lalonde |
| A Cardinality Matched Dataset for the Lalonde (1986) Data | lalonde.matched.card |
| A 1:1 Propensity Score Matched Dataset for the Lalonde (1986) Data | lalonde.matched.ps |
| Lalonde (1986) Data and Two Matched Datasets | lalondeMatches |
| Love Plot of Standardized Covariate Mean Differences (along with Permutation Quantiles) | lovePlot |
| Love Plot of Standardized Covariate Mean Differences (along with Permutation Quantiles) | lovePlotCompare |