R: Multivariate Response Generalized Linear Models

# Multivariate Response Generalized Linear Models

## Documentation for package ‘MGLM’ version 0.2.3

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS

## Help Pages

MGLM-package | MGLM: A package for multivariate response generalized linear models
AIC | Akaike's Information Criterion (AIC)
AIC-method | Akaike's Information Criterion (AIC)
BIC | Bayesian information criterion (BIC)
BIC-method | Bayesian information criterion (BIC)
coef | Extract Model Coefficients
coef-method | Extract Model Coefficients
ddirm | Deprecated function(s) in the MGLM package
ddirmn | The Dirichlet Multinomial Distribution
dgdirm | Deprecated function(s) in the MGLM package
dgdirmn | The Generalized Dirichlet Multinomial Distribution
dirmn | The Dirichlet Multinomial Distribution
dist | Details of the distributions
DMD.DM.fit | Fit multivariate discrete distributions
DMD.GDM.fit | Fit multivariate discrete distributions
DMD.NegMN.fit | Fit multivariate discrete distributions
dmn | The Multinomial Distribution
dneg | Deprecated function(s) in the MGLM package
dnegmn | The Negative Multinomial Distribution
dof | Extract degrees of freedom
dof-method | Extract degrees of freedom
gdirmn | The Generalized Dirichlet Multinomial Distribution
kr | Khatri-Rao product of two matrices
logLik | Extract log-likelihood
logLik-method | Extract log-likelihood
maxlambda | Extract maximum lambda
maxlambda-method | Extract maximum lambda
MGLM-deprecated | Deprecated function(s) in the MGLM package
MGLMfit | Fit multivariate discrete distributions
MGLMfit-class | Class '"MGLMfit"'
MGLMreg | Fit multivariate response GLM regression
MGLMreg-class | Class '"MGLMreg"'
MGLMreg.fit | Fit multivariate response GLM regression
MGLMsparsereg | Fit multivariate GLM sparse regression
MGLMsparsereg-class | Class '"MGLMsparsereg"'
MGLMsparsereg.fit | Fit multivariate GLM sparse regression
MGLMtune | Choose the tuning parameter value in sparse regression
MGLMtune-class | Class '"MGLMtune"'
mn | The Multinomial Distribution
negmn | The Negative Multinomial Distribution
path | Extract path
path-method | Extract path
predict | Predict method for MGLM Fits
predict,MGLMreg | Predict method for MGLM Fits
predict-method | Predict method for MGLM Fits
rdirm | Deprecated function(s) in the MGLM package
rdirmn | The Dirichlet Multinomial Distribution
rgdirm | Deprecated function(s) in the MGLM package
rgdirmn | The Generalized Dirichlet Multinomial Distribution
rmn | The Multinomial Distribution
rnaseq | RNA-seq count data
rnegmn | The Negative Multinomial Distribution
show | Show an object
show-method | Show an object