Package: mvord 1.2.7

Laura Vana

mvord: Multivariate Ordinal Regression Models

A flexible framework for fitting multivariate ordinal regression models with composite likelihood methods. Methodological details are given in Hirk, Hornik, Vana (2020) <doi:10.18637/jss.v093.i04>.

Authors:Rainer Hirk [aut], Kurt Hornik [aut], Laura Vana [aut, cre], Alan Gentz [ctb]

mvord_1.2.7.tar.gz
mvord_1.2.7.zip(r-4.7-x86_64)mvord_1.2.7.zip(r-4.7-arm64)mvord_1.2.7.zip(r-4.6-x86_64)mvord_1.2.7.zip(r-4.6-arm64)mvord_1.2.7.zip(r-4.5-x86_64)
mvord_1.2.7.tgz(r-4.6-x86_64)mvord_1.2.7.tgz(r-4.6-arm64)mvord_1.2.7.tgz(r-4.5-x86_64)mvord_1.2.7.tgz(r-4.5-arm64)
mvord_1.2.7.tar.gz(r-4.7-arm64)mvord_1.2.7.tar.gz(r-4.7-x86_64)mvord_1.2.7.tar.gz(r-4.6-arm64)mvord_1.2.7.tar.gz(r-4.6-x86_64)
mvord_1.2.7.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
mvord/json (API)

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

Bug tracker:https://github.com/lauravana/mvord/issues

Datasets:

On CRAN:

Conda:

5.88 score 5 stars 38 scripts 499 downloads 2 mentions 16 exports 16 dependencies

Last updated from:befc457e51. Checks:14 OK, 1 WARNING. Indexed: yes.

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linux-release-x86_64OK314
macos-release-arm64OK287
macos-release-x86_64OK473
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windows-devel-arm64OK361
windows-devel-x86_64OK188
windows-release-arm64WARNING373
windows-release-x86_64OK361
windows-oldrel-x86_64OK142
wasm-releaseOK293

Exports:constraintscor_ar1cor_equicor_generalcov_generalerror_structurejoint_probabilitiesmarginal_predictmvlogitmvordmvord.controlmvprobitnames_constraintspolycorpseudo_R_squaredthresholds

Dependencies:BBdfoptimlatticeMASSMatrixminqamnormtmvtnormnloptrnumDerivoptimxpbivnormpracmaquadprogRcppucminf

mvord: Additional examples
Example 1 - A simple example with 2 raters | Example 2 - A simple example with 3 raters | Example 3a - A model of firm ratings assigned by multiple raters and an investment-speculative grade indicator | Example 3b - A more elaborate model of ratings assigned by multiple raters | Example 4 - A longitudinal model | Example 5 - Self-reported health status | Example 6 - Multirater agreement data | References
Rendered fromvignette_mvord2.Rmdusingknitr::rmarkdown

Last update: 2025-06-02
Started: 2022-02-20

mvord: An R Package for Fitting Multivariate Ordinal Regression Models
Introduction | Model class and estimation | Implementation | Examples | Conclusion
Rendered fromvignette_mvord.Rnwusingutils::Sweave

Last update: 2024-08-30
Started: 2022-02-20

Readme and manuals

Help Manual

Help pageTopics
Multivariate Ordinal Regression Models in R.mvord-package
Coefficients of Multivariate Ordinal Regression Models.coef.mvord
Constraints on the Regression Coefficients of Multivariate Ordinal Regression Models.constraints constraints.mvord
Simulated credit ratingsdata_cr
Simulated panel of credit ratingsdata_cr_panel
Simulated credit ratingsdata_mvord
Simulated panel of credit ratingsdata_mvord_panel
Data set toy exampledata_mvord_toy
Simulated credit ratingsdata_mvord2
Error Structures in mvordcor_ar1 cor_equi cor_general cov_general error_struct
Extracts Error Structure of Multivariate Ordinal Regression Models.error_structure error_structure.mvord
Essay dataessay_data
Fitted Probabilities of Multivariate Ordinal Regression Models.fitted.mvord
Fitted probabilities for multivariate ordinal regression models for given response categories.joint_probabilities
Pairwise Log-Likelihood of Multivariate Ordinal Regression Models.logLik.mvord
Marginal Predictions for Multivariate Ordinal Regression Models.marginal_predict
model.matrix of Multivariate Ordinal Regression Models.model.matrix.mvord
Multivariate link functions in mvordmvlinks mvlogit mvprobit
Multivariate Ordinal Regression Models.mvord
Control functions for mvord()mvord.control
Names of regression coefficient constraints in mvordnames_constraints
nobs of Multivariate Ordinal Regression Models.nobs.mvord
Computes polychoric correlationspolycor
Predict method for Multivariate Ordinal Regression Models.predict.mvord
Print Method for class error_struc.print.error_struct
Print Method for Multivariate Ordinal Regression Models.print.mvord
Pseudo R^2 for objects of class 'mvord'pseudo_R_squared
Summary method for Multivariate Ordinal Regression Models.summary.mvord
terms of Multivariate Ordinal Regression Models.terms.mvord
Thresholds of Multivariate Ordinal Regression Models.thresholds thresholds.mvord
vcov of Multivariate Ordinal Regression Models.vcov.mvord