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.

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Description file content

Package
PoisNor
Type
Package
Title
Simultaneous Generation of Multivariate Data with Poisson and Normal Marginals
Version
1.2
Date
2018-02-02
Author
Anup Amatya and Hakan Demirtas
Maintainer
Anup Amatya
Depends
mvtnorm, corpcor, Matrix
Description
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.
License
GPL-2
NeedsCompilation
no
Packaged
2018-02-02 18:03:44 UTC; aMATYA
Repository
CRAN
Date/Publication
2018-02-11 14:13:42 UTC

install.packages('PoisNor')

1.2

11 days ago

Anup Amatya

GPL-2

Depends on

mvtnorm, corpcor, Matrix

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