PoisNor: Simultaneous Generation of Multivariate Data with Poisson and Normal Marginals

Generates multivariate data with count and continuous variables with a pre-specified correlation matrix. The count and continuous variables are assumed to have Poisson and normal marginals, respectively. The data generation mechanism is a combination of the normal to anything principle and a connection between Poisson and normal correlations in the mixture. The details of the method are explained in Yahav et al. (2012) <DOI:10.1002/asmb.901>.

Package details

AuthorAnup Amatya, Hakan Demirtas, Ran Gao
MaintainerRan Gao <rgao8@uic.edu>
LicenseGPL-2
Version1.3.3
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("PoisNor")

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PoisNor documentation built on March 22, 2021, 9:05 a.m.