Data Generation with Poisson, Binary, Ordinal and Normal Components


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Documentation for package ‘PoisBinOrdNor’ version 1.6.3

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PoisBinOrdNor-package Data Generation with Count, Binary, Ordinal and Normal Components
corr.nn4bb Finds the tetrachoric correlation based on user-specified correlation between binary variables.
corr.nn4bn Finds the biserial correlation given the correlation for a binary-normal pair.
corr.nn4on Finds polyserial correlation for given the correlation for an ordinal-normal pair.
corr.nn4pbo Finds the underlying bivariate normal correlation given the correlation for a count-binary or count-ordinal pair.
corr.nn4pn Finds the underlying bivariate normal correlation given the correlation for a count-normal pair.
corr.nn4pp Finds the underlying bivariate normal correlation given the correlation for a pair of count variables.
genPBONdata Generates correlated data with multiple count, binary, ordinal and normal variables
intermat Calculates and assembles the intermediate correlation matrix entries for the multivariate normal data.
PoisBinOrdNor Data Generation with Count, Binary, Ordinal and Normal Components
validation.specs Validates user-specified parameters
validation_specs Validates user-specified parameters