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ANOPA  

Analyses of Proportions using Anscombe Transform
View on CRAN: Click here


Download and install ANOPA package within the R console
Install from CRAN:
install.packages("ANOPA")

Install from Github:
library("remotes")
install_github("cran/ANOPA")

Install by package version:
library("remotes")
install_version("ANOPA", "0.1.3")



Attach the package and use:
library("ANOPA")
Maintained by
Denis Cousineau
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-03-22
Latest Update: 2024-03-22
Description:
Analyses of Proportions can be performed on the Anscombe (arcsine-related) transformed data. The 'ANOPA' package can analyze proportions obtained from up to four factors. The factors can be within-subject or between-subject or a mix of within- and between-subject. The main, omnibus analysis can be followed by additive decompositions into interaction effects, main effects, simple effects, contrast effects, etc., mimicking precisely the logic of ANOVA. For that reason, we call this set of tools 'ANOPA' (Analysis of Proportion using Anscombe transform) to highlight its similarities with ANOVA. The 'ANOPA' framework also allows plots of proportions easy to obtain along with confidence intervals. Finally, effect sizes and planning statistical power are easily done under this framework. Only particularity, the 'ANOPA' computes F statistics which have an infinite degree of freedom on the denominator. See Laurencelle and Cousineau (2023) .
How to cite:
Denis Cousineau (2024). ANOPA: Analyses of Proportions using Anscombe Transform. R package version 0.1.3, https://cran.r-project.org/web/packages/ANOPA. Accessed 23 Nov. 2024.
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