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| 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 |