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

The MRCV package 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.

Author
Natalie Koziol and Chris Bilder
Date of publication
2014-09-04 06:55:56
Maintainer
Natalie Koziol <nak371@gmail.com>
License
GPL (>= 3)
Version
0.3-3

View on CRAN

Man pages

anova.genloglin
Perform MRCV Model Comparison Tests
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
genloglin
Model the Association Among Two or Three MRCVs
item.response.table
Create an Item Response Table or Data Frame
marginal.table
Create a Marginal Table
MI.test
Test for Marginal Independence
MRCV-package
Methods for Analyzing Multiple Response Categorical Variables
predict.genloglin
Calculate Observed and Model-Predicted Odds Ratios for MRCV...
print.genloglin
Control Printed Display of MRCV Regression Modeling Objects
print.MMI
Control Printed Display of Objects of Class "MMI"
print.SPMI
Control Printed Display of Objects of Class "SPMI"
residuals.genloglin
Calculate Standardized Pearson Residuals for MRCV Data
sealion
Steller Sea Lion Scat Data of Riemer, Wright, and Brown...
summary.genloglin
Summarize Two or Three MRCV Model Fit Information

Files in this package

MRCV
MRCV/inst
MRCV/inst/doc
MRCV/inst/doc/MRCV-vignette.Rnw
MRCV/inst/doc/MRCV-vignette.pdf
MRCV/NAMESPACE
MRCV/data
MRCV/data/sealion.txt.gz
MRCV/data/farmer2.txt.gz
MRCV/data/farmer3.txt.gz
MRCV/data/farmer1.txt.gz
MRCV/R
MRCV/R/BLseven.R
MRCV/R/BLfour.R
MRCV/vignettes
MRCV/vignettes/MRCV-vignette.Rnw
MRCV/vignettes/RJournal.sty
MRCV/vignettes/koziol-bilder.bib
MRCV/vignettes/MRCVplot.pdf
MRCV/MD5
MRCV/build
MRCV/build/vignette.rds
MRCV/DESCRIPTION
MRCV/man
MRCV/man/marginal.table.Rd
MRCV/man/print.genloglin.Rd
MRCV/man/sealion.Rd
MRCV/man/print.SPMI.Rd
MRCV/man/farmer3.Rd
MRCV/man/genloglin.Rd
MRCV/man/farmer1.Rd
MRCV/man/item.response.table.Rd
MRCV/man/summary.genloglin.Rd
MRCV/man/predict.genloglin.Rd
MRCV/man/MRCV-package.Rd
MRCV/man/print.MMI.Rd
MRCV/man/anova.genloglin.Rd
MRCV/man/residuals.genloglin.Rd
MRCV/man/MI.test.Rd
MRCV/man/farmer2.Rd