An implementation of the unified framework for assessing partial association between ordinal variables after adjusting for a set of covariates (Dungang Liu, Shaobo Li, Yan Yu and Irini Moustaki (2020), accepted by the Journal of the American Statistical Association). This package provides a set of tools to quantify, visualize, and test partial associations between multiple ordinal variables. It can produce a number of $phi$ measures, partial regression plots, 3-D plots, and $p$-values for testing $H_0: phi=0$ or $H_0: phi <= delta$.
Version: | 0.1.10 |
Depends: | R (≥ 3.5.0), stats (≥ 3.5.0), ggplot2 (≥ 2.2.1), dplyr |
Imports: | VGAM, copBasic, pcaPP (≥ 1.9-73), methods, foreach (≥ 1.4.8), MASS (≥ 7.3-51.0), GGally, gridExtra, utils (≥ 3.5.3), progress (≥ 1.2.0), plotly, copula |
LinkingTo: | Rcpp |
Suggests: | doParallel (≥ 1.0.11), tidyverse, goftest, faraway, ordinal, rms, testthat, mgcv, PResiduals, knitr, rmarkdown, truncdist |
Published: | 2021-06-18 |
DOI: | 10.32614/CRAN.package.PAsso |
Author: | Xiaorui (Jeremy) Zhu [aut, cre], Shaobo Li [aut], Dungang Liu [ctb, aut], Yuejie Chen [ctb] |
Maintainer: | Xiaorui (Jeremy) Zhu <zhuxiaorui1989 at gmail.com> |
BugReports: | https://github.com/XiaoruiZhu/PAsso/issues |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
URL: | GitHub: https://github.com/XiaoruiZhu/PAsso |
NeedsCompilation: | yes |
Materials: | README NEWS |
CRAN checks: | PAsso results |
Reference manual: | PAsso.pdf |
Package source: | PAsso_0.1.10.tar.gz |
Windows binaries: | r-devel: PAsso_0.1.10.zip, r-release: PAsso_0.1.10.zip, r-oldrel: PAsso_0.1.10.zip |
macOS binaries: | r-release (arm64): PAsso_0.1.10.tgz, r-oldrel (arm64): PAsso_0.1.10.tgz, r-release (x86_64): PAsso_0.1.10.tgz, r-oldrel (x86_64): PAsso_0.1.10.tgz |
Old sources: | PAsso archive |
Reverse depends: | SurrogateRsq |
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