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BinNor (version 2.3.4)

Simultaneous Generation of Multivariate Binary and Normal Variates

Description

Generating multiple binary and normal variables simultaneously given marginal characteristics and association structure based on the methodology proposed by Demirtas and Doganay (2012) .

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Version

Install

install.packages('BinNor')

Monthly Downloads

340

Version

2.3.4

License

GPL-2

Maintainer

Ran Gao

Last Published

April 14th, 2025

Functions in BinNor (2.3.4)

validation.bin

Validates the marginal specification of the binary part
validation.nor

Validates the marginal specification of the normal part
simulation

Repeats the data generation process in a simulation scheme
jointly.generate.binary.normal

Generates a mix of binary and normal data
compute.sigma.star

Computes intermediate correlation matrix
validation.corr

Validates the specified correlation matrix
validation.range

Checks if the correlation terms are within the feasible range
lower.tri.to.corr.mat

Converts a vector of correlations to a full correlation matrix
BinNor-package

A package for simultaneous generation of binary and normal data.