OrdNor: Concurrent Generation of Ordinal and Normal Data with Given Correlation Matrix and Marginal Distributions

Implementation of a procedure for generating samples from a mixed distribution of ordinal and normal random variables with pre-specified correlation matrix and marginal distributions.

Author
Anup Amatya and Hakan Demirtas
Date of publication
2015-11-24 18:37:17
Maintainer
Anup Amatya<aamatya@nmsu.edu>
License
GPL
Version
2.0

View on CRAN

Man pages

cmat.star
Computes the correlation of intermediate multivariate normal...
genOrdNor
Generates a data set with ordinal and normal variables
IntermediateON
Computes intermediate correlations for ordinal-normal pairs...
IntermediateOO
Computes intermediate correlations for ordinal-ordinal pairs...
Limit_forON
Finds the feasible correlation range for a pair of ordinal...
Limit_forOO
Finds the feasible correlation range for a pair of ordinal...
ordinalize
Ordinalizes the standard normal variable
OrdNor-package
Concurrently generates ordinal and normal variables with...
validate.plist
Checks the validity of ordinal probabilities
validate.target.cormat
Checks the target correlation matrix
valid.limits
Computes the lower and upper bounds of correlation in the...

Files in this package

OrdNor
OrdNor/inst
OrdNor/inst/CITATION
OrdNor/NAMESPACE
OrdNor/R
OrdNor/R/IntermediateOO.R
OrdNor/R/ordinalize.R
OrdNor/R/genOrdNor.R
OrdNor/R/IntermediateON.R
OrdNor/R/validate.plist.R
OrdNor/R/valid.limits.R
OrdNor/R/validate.target.cormat.R
OrdNor/R/Limit_forOO.R
OrdNor/R/cmat.star.R
OrdNor/R/Limit_forON.R
OrdNor/MD5
OrdNor/DESCRIPTION
OrdNor/man
OrdNor/man/Limit_forON.Rd
OrdNor/man/Limit_forOO.Rd
OrdNor/man/validate.target.cormat.Rd
OrdNor/man/ordinalize.Rd
OrdNor/man/OrdNor-package.Rd
OrdNor/man/cmat.star.Rd
OrdNor/man/IntermediateOO.Rd
OrdNor/man/validate.plist.Rd
OrdNor/man/IntermediateON.Rd
OrdNor/man/valid.limits.Rd
OrdNor/man/genOrdNor.Rd