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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
Version
1.1
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Install
install.packages('MVB')
Monthly Downloads
22
Version
1.1
License
GPL (>= 2.0)
Maintainer
Bin Dai
Last Published
December 15th, 2013
Functions in MVB (1.1)
Search functions
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