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MVB (version 1.1)

Mutivariate Bernoulli log-linear model

Description

Fit log-linear model for multivariate Bernoulli distribution with mixed effect models and LASSO

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Version

Install

install.packages('MVB')

Monthly Downloads

28

Version

1.1

License

GPL (>= 2.0)

Maintainer

Bin Dai

Last Published

December 15th, 2013

Functions in MVB (1.1)

unifit

univariate model fitting
loglike

negative loglikelihood evaluation
stepfit

step-wisd multivariate model fitting
mvb.simu

generate multivariate Bernoulli simulated data
mvbme

multivariate Bernoulli mixed-effects model fitting
mvblps

multivariate Bernoulli LASSO model fitting
unilps

univariate model fitting with lasso penalty
mvbfit

multivariate Bernoulli logistic model fitting
MVB-package

MVB as Multivariate Bernoulli