Graphical Aid in Correspondence Analysis Interpretation and Significance Testings
Overview
Allows to plot a number of information related to the interpretation of Correspondence Analysis' results. It provides the facility to plot the contribution of rows and columns categories to the principal dimensions, the quality of points display on selected dimensions, the correlation of row and column categories to selected dimensions, etc. It also allows to assess which dimension(s) is important for the data structure interpretation by means of different statistics and tests. The package also offers the facility to plot the permuted distribution of the table total inertia as well as of the inertia accounted for by pairs of selected dimensions. Different facilities are also provided that aim to produce interpretation-oriented scatterplots. Reference: Alberti 2015 doi:10.1016/j.softx.2015.07.001.
- minor changes to optimize the calculation of permuted p-values returned by the functions
sig.dim.perm(),sig.dim.perm.scree(), andsig.tot.inertia.perm(). sig.dim.perm.scree()andsig.dim.perm()now return permuted p-values in a dataframe (besides reporting them in the output plots).- minor improvements and typo fixes to the package's help documentation.
From NEWS.md in the release
Install
Health
- OK13 OK2026-08-05
- NOTE12 OK, 1 NOTE2026-08-01
- OK13 OK2026-06-09
- ERROR12 OK, 1 ERROR2026-06-08
- OK14 OK2026-03-10
Documentation
- Help pages
- 30includes a package overview page
- Examples that run
- 100%24 run in a plain check
- Exported functions with examples
- 100%
- Documented parameters
- 100%
- Return-value docs
- 8%
- Help pages citing references
- 3%
Downloads
Dependencies
Installing CAinterprTools adds 133 packages (70 with compiled code, 103 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.
Code & Tests
Datasets
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- RR 4.6.0 released · 2026-04-24
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- RR 4.2.0 released · 2022-04-22
- RR 4.1.0 released · 2021-05-18
- 1.1.0Latest
- RR 4.0.0 released · 2020-04-24
- RR 3.6.0 released · 2019-04-26
- 1.0.02018-07-22
- RR 3.5.0 released · 2018-04-23
Package metadata
- First published
- 2018-07-22
- Total releases
- 2 / 8 yrs
- License
- GPL
- Minimum R
- ≥ 3.1.0
- Bundled data
- 2.3 KB / 5 files
- Download size
- 51 KB
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