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mvord

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.

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Install

install.packages('mvord')

Monthly Downloads

463

Version

1.2.5

License

GPL-3

Issues

0

Pull Requests

0

Stars

3

Forks

1

Maintainer

Laura Vana

Last Published

August 30th, 2024

Functions in mvord (1.2.5)

mvord

Multivariate Ordinal Regression Models.
terms.mvord

terms of Multivariate Ordinal Regression Models.
thresholds

Thresholds of Multivariate Ordinal Regression Models.
polycor

Computes polychoric correlations
mvord.control

Control functions for mvord()
predict.mvord

Predict method for Multivariate Ordinal Regression Models.
vcov.mvord

vcov of Multivariate Ordinal Regression Models.
print.error_struct

Print Method for class error_struc.
print.mvord

Print Method for Multivariate Ordinal Regression Models.
nobs.mvord

nobs of Multivariate Ordinal Regression Models.
names_constraints

Names of regression coefficient constraints in mvord
summary.mvord

Summary method for Multivariate Ordinal Regression Models.
pseudo_R_squared

Pseudo \(R^2\) for objects of class 'mvord'
data_cr_panel

Simulated panel of credit ratings
data_mvord_panel

Simulated panel of credit ratings
data_mvord

Simulated credit ratings
data_mvord2

Simulated credit ratings
error_struct

Error Structures in mvord
constraints

Constraints on the Regression Coefficients of Multivariate Ordinal Regression Models.
data_cr

Simulated credit ratings
coef.mvord

Coefficients of Multivariate Ordinal Regression Models.
error_structure

Extracts Error Structure of Multivariate Ordinal Regression Models.
data_mvord_toy

Data set toy example
essay_data

Essay data
marginal_predict

Marginal Predictions for Multivariate Ordinal Regression Models.
fitted.mvord

Fitted Probabilities of Multivariate Ordinal Regression Models.
mvlinks

Multivariate link functions in mvord
joint_probabilities

Fitted probabilities for multivariate ordinal regression models for given response categories.
model.matrix.mvord

model.matrix of Multivariate Ordinal Regression Models.
logLik.mvord

Pairwise Log-Likelihood of Multivariate Ordinal Regression Models.
mvord-package

Multivariate Ordinal Regression Models in R.