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ANOFA
View on CRAN: Click
here
Download and install ANOFA package within the R console
Install from CRAN:
install.packages("ANOFA")
Install from Github:
library("remotes")
install_github("cran/ANOFA")
Install by package version:
library("remotes")
install_version("ANOFA", "0.1.3")
Attach the package and use:
library("ANOFA")
Maintained by
Denis Cousineau
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-11-17
Latest Update: 2023-11-18
Description:
Analyses of frequencies can be performed using an alternative test based
on the G statistic. The test has similar type-I error rates and power as
the chi-square test. However, it is based on a total statistic that can be
decomposed in an additive fashion into interaction effects, main effects, simple
effects, contrast effects, etc., mimicking precisely the logic of ANOVA. We call
this set of tools 'ANOFA' (Analysis of Frequency data) to highlight its
similarities with ANOVA. This framework also renders plots of frequencies
along with confidence intervals. Finally, effect sizes and planning statistical
power are easily done under this framework. The ANOFA is a tool that assesses
the significance of effects instead of the significance of parameters; as such,
it is more intuitive to most researchers than alternative approaches based on
generalized linear models.
See Laurencelle and Cousineau (2023) .
How to cite:
Denis Cousineau (2023). ANOFA: Analyses of Frequency Data. R package version 0.1.3, https://cran.r-project.org/web/packages/ANOFA. Accessed 21 Nov. 2024.
Previous versions and publish date:
0.1.2 (2023-11-17 09:34)
Other packages that cited ANOFA R package
View ANOFA citation profile
Other R packages that ANOFA depends,
imports, suggests or enhances
Complete documentation for ANOFA
Functions, R codes and Examples using
the ANOFA R package
Some associated functions: ANOFA-package . Detergent . GRF . Gillet1993 . LandisBarrettGalvin2013 . LightMargolin1971 . anofa . anofaES . anofaN2Power . contrastFrequencies . conversion . count . emFrequencies . explain . is.formula . minimalExample . summarize .
Some associated R codes: ANOFA-anofa.R . ANOFA-contrastFrequencies.R . ANOFA-convert.R . ANOFA-effectsize.R . ANOFA-emFrequencies.R . ANOFA-logicals.R . ANOFA-methods.R . ANOFA-package.R . ANOFA-plot.R . ANOFA-power.R . ANOFA-random.R . Detergent.R . Gillet1993.R . LandisBarrettGalvin2013.R . LightMargolin1971.R . minimalExample.R . Full ANOFA package functions and examples
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