chisquare: Chi-Square and G-Square Test of Independence, Power and Residual
Analysis, Measures of Categorical Association
Provides the facility to perform the chi-square and G-square test of independence, calculates the power of the traditional chi-square test, compute permutation and Monte Carlo p-value, and provides measures of association for tables of any size such as Phi, Phi corrected, odds ratio with 95 percent CI and p-value, Yule' Q and Y, adjusted contingency coefficient, Cramer's V, V corrected, V standardised, bias-corrected V, W, Cohen's w, Goodman-Kruskal's lambda, gamma, tau, Cohen's k. It also calculates standardised, moment-corrected standardised, and adjusted standardised residuals, and their significance, as well as the Quetelet Index, IJ association factor, and adjusted standardised counts. It also computes the chi-square-maximising version of the input table. Different outputs are returned in nicely formatted tables.
| Version: |
1.0 |
| Depends: |
R (≥ 4.0.0) |
| Imports: |
graphics (≥ 4.2.0), gt (≥ 0.3.1), stats (≥ 4.2.0) |
| Published: |
2024-07-19 |
| DOI: |
10.32614/CRAN.package.chisquare |
| Author: |
Gianmarco Alberti [aut, cre] |
| Maintainer: |
Gianmarco Alberti <gianmarcoalberti at gmail.com> |
| License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: |
no |
| Materials: |
README NEWS |
| CRAN checks: |
chisquare results |
Documentation:
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