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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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Version

Install

install.packages('mvord')

Monthly Downloads

208

Version

1.2.2

License

GPL-3

Maintainer

Laura Vana

Last Published

February 27th, 2024

Functions in mvord (1.2.2)

mvord.control

Control functions for mvord()
print.error_struct

Print Method for class error_struc.
terms.mvord

terms of Multivariate Ordinal Regression Models.
print.mvord

Print Method for Multivariate Ordinal Regression Models.
thresholds

Thresholds of Multivariate Ordinal Regression Models.
logLik.mvord

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

nobs of Multivariate Ordinal Regression Models.
vcov.mvord

vcov of Multivariate Ordinal Regression Models.
polycor

Computes polychoric correlations
names_constraints

Names of regression coefficient constraints in mvord
predict.mvord

Predict method for Multivariate Ordinal Regression Models.
pseudo_R_squared

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

Summary method for Multivariate Ordinal Regression Models.
data_mvord2

Simulated credit ratings
error_structure

Extracts Error Structure of Multivariate Ordinal Regression Models.
data_cr

Simulated credit ratings
data_mvord_toy

Data set toy example
error_struct

Error Structures in mvord
coef.mvord

Coefficients of Multivariate Ordinal Regression Models.
data_cr_panel

Simulated panel of credit ratings
data_mvord

Simulated credit ratings
data_mvord_panel

Simulated panel of credit ratings
constraints

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

Multivariate link functions in mvord
mvord

Multivariate Ordinal Regression Models.
marginal_predict

Marginal Predictions for Multivariate Ordinal Regression Models.
essay_data

Essay data
model.matrix.mvord

model.matrix of Multivariate Ordinal Regression Models.
joint_probabilities

Extracts fitted Probabilities for Multivariate Ordinal Regression Models.
mvord-package

Multivariate Ordinal Regression Models in R.
fitted.mvord

Fitted Probabilities of Multivariate Ordinal Regression Models.