Package: MRCV 0.4-0

Chris Bilder

MRCV: Methods for Analyzing Multiple Response Categorical Variables (MRCVs)

Provides functions for analyzing the association between one single response categorical variable (SRCV) and one multiple response categorical variable (MRCV), or between two or three MRCVs. A modified Pearson chi-square statistic can be used to test for marginal independence for the one or two MRCV case, or a more general loglinear modeling approach can be used to examine various other structures of association for the two or three MRCV case. Bootstrap- and asymptotic-based standardized residuals and model-predicted odds ratios are available, in addition to other descriptive information. Statisical methods implemented are described in Bilder et al. (2000) <doi:10.1080/03610910008813665>, Bilder and Loughin (2004) <doi:10.1111/j.0006-341X.2004.00147.x>, Bilder and Loughin (2007) <doi:10.1080/03610920600974419>, and Koziol and Bilder (2014) <https://journal.r-project.org/articles/RJ-2014-014/>.

Authors:Natalie Koziol [aut], Chris Bilder [aut, cre]

MRCV_0.4-0.tar.gz
MRCV_0.4-0.tar.gz(r-4.5-noble)MRCV_0.4-0.tar.gz(r-4.4-noble)
MRCV_0.4-0.tgz(r-4.4-emscripten)MRCV_0.3-3.tgz(r-4.3-emscripten)
MRCV.pdf |MRCV.html
MRCV/json (API)

# Install 'MRCV' in R:
install.packages('MRCV', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:
  • farmer1 - Data for One SRCV and One MRCV from the Kansas Farmer Survey
  • farmer2 - Data for Two MRCVs from the Kansas Farmer Survey
  • farmer3 - Data for Three MRCVs from the Kansas Farmer Survey
  • sealion - Steller Sea Lion Scat Data of Riemer, Wright, and Brown

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.56 score 12 scripts 375 downloads 3 mentions 5 exports 11 dependencies

Last updated 1 months agofrom:51f5842ad3. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 22 2024
R-4.5-linuxOKNov 22 2024

Exports:genloglinitem.response.tablemarginal.tableMI.statMI.test

Dependencies:base64encdigestevaluatefastmaphighrhtmltoolsknitrrlangtablesxfunyaml

Koziol and Bilder (2014)

Rendered fromvignette.Rnwusingutils::Sweaveon Nov 22 2024.

Last update: 2024-10-22
Started: 2024-10-22