PoisBinNonNor: Data Generation with Poisson, Binary and Continuous Components

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Generation of multiple count, binary and continuous variables simultaneously given the marginal characteristics and association structure. Throughout the package, the word 'Poisson' is used to imply count data under the assumption of Poisson distribution.

Author
Gul Inan, Hakan Demirtas
Date of publication
2016-05-13 23:45:09
Maintainer
Gul Inan <inanx002@umn.edu>
License
GPL-2 | GPL-3
Version
1.1

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Man pages

correlation.bound.check
Checks if the pairwise correlation among variables are within...
correlation.limits
Computes lower and upper correlation bounds for each pair of...
fleishman.coef
Computes the coefficients of Fleishman third order...
gen.PoisBinNonNor
Simulates a sample of size n from a set of multivariate...
intermediate.corr.BB
Computes an intermediate normal correlation matrix for binary...
intermediate.corr.BC
Computes intermediate correlation matrix for binary and...
intermediate.corr.CC
Computes an intermediate correlation matrix for continuous...
intermediate.corr.PB
Computes the pairwise entries of the intermediate normal...
intermediate.corr.PC
Computes the pairwise entries of the intermediate normal...
intermediate.corr.PP
Computes an intermediate normal correlation matrix for...
overall.corr.mat
Computes the final intermediate correlation matrix
PoisBinNonNor-package
Data Generation with Count, Binary and Continuous Components
validation.bin
Validates the marginal specification of the binary variables
validation.corr
Validates the specified correlation matrix
validation.skewness.kurtosis
Validates the marginal specification of the continuous...

Files in this package

PoisBinNonNor
PoisBinNonNor/NAMESPACE
PoisBinNonNor/R
PoisBinNonNor/R/overall.corr.mat.R
PoisBinNonNor/R/intermediate.corr.PC.R
PoisBinNonNor/R/validation.corr.R
PoisBinNonNor/R/intermediate.corr.BB.R
PoisBinNonNor/R/intermediate.corr.PB.R
PoisBinNonNor/R/gen.PoisBinNonNor.R
PoisBinNonNor/R/intermediate.corr.PP.R
PoisBinNonNor/R/fleishman.coef.R
PoisBinNonNor/R/intermediate.corr.BC.R
PoisBinNonNor/R/validation.skewness.kurtosis.R
PoisBinNonNor/R/correlation.limits.R
PoisBinNonNor/R/intermediate.corr.CC.R
PoisBinNonNor/R/correlation.bound.check.R
PoisBinNonNor/R/validation.bin.R
PoisBinNonNor/MD5
PoisBinNonNor/DESCRIPTION
PoisBinNonNor/man
PoisBinNonNor/man/gen.PoisBinNonNor.Rd
PoisBinNonNor/man/validation.corr.Rd
PoisBinNonNor/man/intermediate.corr.PP.Rd
PoisBinNonNor/man/validation.skewness.kurtosis.Rd
PoisBinNonNor/man/overall.corr.mat.Rd
PoisBinNonNor/man/intermediate.corr.CC.Rd
PoisBinNonNor/man/intermediate.corr.PC.Rd
PoisBinNonNor/man/PoisBinNonNor-package.Rd
PoisBinNonNor/man/validation.bin.Rd
PoisBinNonNor/man/correlation.limits.Rd
PoisBinNonNor/man/fleishman.coef.Rd
PoisBinNonNor/man/intermediate.corr.BC.Rd
PoisBinNonNor/man/intermediate.corr.BB.Rd
PoisBinNonNor/man/intermediate.corr.PB.Rd
PoisBinNonNor/man/correlation.bound.check.Rd