MultiOrd (version 2.4.4)

Generation of Multivariate Ordinal Variates

Description

A method for multivariate ordinal data generation given marginal distributions and correlation matrix based on the methodology proposed by Demirtas (2006) .

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Version

Install

install.packages('MultiOrd')

Monthly Downloads

387

Version

2.4.4

License

GPL-2

Maintainer

Ran Gao

Last Published

April 14th, 2025

Functions in MultiOrd (2.4.4)

BinToOrd

Converts multivariate binary data to multivariate ordinal data

validation.CorrMat

Validates input correlation matrix

validation.ordPmat

Validates matrix of ordinal probabilities

genOrd

Generates multivariate ordinal data from binary parameters

find.binary.prob

Collapses the ordinal categories to binary ones

MultiOrd-package

Generation of multivariate ordinal data.

simBinCorr

Calculates intermediate binary correlation matrix

generate.binary

Generates multivariate binary data given marginal probabilities and correlation.

compute.sigma.star

Computes the tetrachoric correlation matrix. If it is non-positive definite, a nearest positive definite matrix is used.

conformity.Check

Checks whether the dimension of marginal probability matrix matches the dimension of correlation matrix.