BinNonNor: Data Generation with Binary and Continuous Non-Normal Components

Generation of multiple binary and continuous non-normal variables simultaneously given the marginal characteristics and association structure based on the methodology proposed by Demirtas et al. (2012).

Author
Gul Inan, Hakan Demirtas
Date of publication
2016-05-13 23:45:05
Maintainer
Gul Inan <inanx002@umn.edu>
License
GPL-2 | GPL-3
Version
1.3

View on CRAN

Man pages

BinNonNor-package
Data Generation with Binary and Continuous Non-Normal...
Biserial.Corr.BN
Computes biserial correlation matrix for binary and...
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.Bin.NonNor
Simulates a sample of size n from a set of multivariate...
Int.Corr.NN
Computes an intermediate correlation matrix for continuous...
overall.corr.mat
Computes the final correlation matrix
Tetra.Corr.BB
Computes an tetrachoric correlation matrix for binary...
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

BinNonNor
BinNonNor/NAMESPACE
BinNonNor/R
BinNonNor/R/gen.Bin.NonNor.R
BinNonNor/R/overall.corr.mat.R
BinNonNor/R/Tetra.Corr.BB.R
BinNonNor/R/validation.corr.R
BinNonNor/R/Int.Corr.NN.R
BinNonNor/R/fleishman.coef.R
BinNonNor/R/validation.skewness.kurtosis.R
BinNonNor/R/correlation.limits.R
BinNonNor/R/Biserial.Corr.BN.R
BinNonNor/R/correlation.bound.check.R
BinNonNor/R/validation.bin.R
BinNonNor/MD5
BinNonNor/DESCRIPTION
BinNonNor/man
BinNonNor/man/BinNonNor-package.Rd
BinNonNor/man/gen.Bin.NonNor.Rd
BinNonNor/man/validation.corr.Rd
BinNonNor/man/validation.skewness.kurtosis.Rd
BinNonNor/man/overall.corr.mat.Rd
BinNonNor/man/validation.bin.Rd
BinNonNor/man/correlation.limits.Rd
BinNonNor/man/fleishman.coef.Rd
BinNonNor/man/Int.Corr.NN.Rd
BinNonNor/man/Tetra.Corr.BB.Rd
BinNonNor/man/correlation.bound.check.Rd
BinNonNor/man/Biserial.Corr.BN.Rd