Generation of Multivariate Ordinal Variates


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Documentation for package ‘MultiOrd’ version 2.4.3

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MultiOrd-package Generation of multivariate ordinal data.
BinToOrd Converts multivariate binary data to multivariate ordinal data
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.
find.binary.prob Collapses the ordinal categories to binary ones
generate.binary Generates multivariate binary data given marginal probabilities and correlation.
genOrd Generates multivariate ordinal data from binary parameters
MultiOrd Generation of multivariate ordinal data.
simBinCorr Calculates intermediate binary correlation matrix
validation.CorrMat Validates input correlation matrix
validation.ordPmat Validates matrix of ordinal probabilities