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mvord (version 1.1.1)

Multivariate Ordinal Regression Models

Description

A flexible framework for fitting multivariate ordinal regression models with composite likelihood methods. Methodological details are given in Hirk, Hornik, Vana (2020) .

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Version

Install

install.packages('mvord')

Monthly Downloads

463

Version

1.1.1

License

GPL-3

Maintainer

Rainer Hirk

Last Published

March 17th, 2021

Functions in mvord (1.1.1)

data_mvord_panel

Simulated panel of credit ratings
data_cr

Simulated credit ratings
error_struct

Error Structures in mvord
data_mvord

Simulated credit ratings
error_structure

Extracts Error Structure of Multivariate Ordinal Regression Models.
fitted.mvord

Fitted Probabilities of Multivariate Ordinal Regression Models.
logLik.mvord

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

Control functions for mvord()
joint_probabilities

Extracts fitted Probabilities for Multivariate Ordinal Regression Models.
model.matrix.mvord

model.matrix of Multivariate Ordinal Regression Models.
marginal_predict

Marginal Predictions for Multivariate Ordinal Regression Models.
pseudo_R_squared

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

Names of regression coefficient constraints in mvord
thresholds

Thresholds of Multivariate Ordinal Regression Models.
print.mvord

Print Method for Multivariate Ordinal Regression Models.
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.
nobs.mvord

nobs of Multivariate Ordinal Regression Models.
mvlinks

Multivariate link functions in mvord
polycor

Computes polychoric correlations
terms.mvord

terms of Multivariate Ordinal Regression Models.
mvord

Multivariate Ordinal Regression Models.
mvord-package

Multivariate Ordinal Regression Models in R.
summary.mvord

Summary method for Multivariate Ordinal Regression Models.
data_mvord2

Simulated credit ratings
data_cr_panel

Simulated panel of credit ratings
constraints

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

Data set toy example
coef.mvord

Coefficients of Multivariate Ordinal Regression Models.