Multivariate Response Generalized Linear Models

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Documentation for package ‘MGLM’ version 0.2.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

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