MVB: Mutivariate Bernoulli log-linear model

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

Author
Bin Dai
Date of publication
2013-12-15 11:24:08
Maintainer
Bin Dai <dai@stat.wisc.edu>
License
GPL (>= 2.0)
Version
1.1

View on CRAN

Man pages

loglike
negative loglikelihood evaluation
mvbfit
multivariate Bernoulli logistic model fitting
mvblps
multivariate Bernoulli LASSO model fitting
mvbme
multivariate Bernoulli mixed-effects model fitting
MVB-package
MVB as Multivariate Bernoulli
mvb.simu
generate multivariate Bernoulli simulated data
stepfit
step-wisd multivariate model fitting
unifit
univariate model fitting
unilps
univariate model fitting with lasso penalty

Files in this package

MVB
MVB/TODO
MVB/src
MVB/src/loss.h
MVB/src/uniDistri.h
MVB/src/Makevars
MVB/src/binomial.h
MVB/src/gaussian.h
MVB/src/gme.cpp
MVB/src/lps.h
MVB/src/binomial.cpp
MVB/src/distriFactory.h
MVB/src/mvbernoulli.h
MVB/src/mvbernoulli.cpp
MVB/src/gme.h
MVB/src/mvbfit.h
MVB/src/debug.h
MVB/src/lps.cpp
MVB/src/comb.h
MVB/src/Makevars.win
MVB/src/penalty.h
MVB/src/mvbfit.cpp
MVB/src/gaussian.cpp
MVB/src/distriFactory.cpp
MVB/NAMESPACE
MVB/R
MVB/R/plot.lps.R
MVB/R/mvb.R
MVB/MD5
MVB/DESCRIPTION
MVB/man
MVB/man/mvbfit.Rd
MVB/man/unifit.Rd
MVB/man/loglike.Rd
MVB/man/mvblps.Rd
MVB/man/stepfit.Rd
MVB/man/mvb.simu.Rd
MVB/man/unilps.Rd
MVB/man/MVB-package.Rd
MVB/man/mvbme.Rd