
multcomp
 Referenced in 36 articles
[sw10485]
 models, including linear, generalized linear, linear mixed effects, and survival models. The package includes demos...

mboost
 Referenced in 69 articles
[sw07331]
 package mboost: ModelBased Boosting. Functional gradient descent algorithm (boosting) for optimizing general risk functions ... baselearners for fitting generalized linear, additive and interaction models to potentially highdimensional data...

glmmAK
 Referenced in 28 articles
[sw13218]
 Package glmmAK: Generalized Linear Mixed Models. This package implements maximumlikelihood estimation in the logistic ... linear model). Secondly, Bayesian estimation based on MCMC in the logistic and Poisson regression model ... LESAFFRE, E. (2008). Generalized linear mixed model with a penalized Gaussian mixture as a random...

penalized
 Referenced in 28 articles
[sw06071]
 ridge regression. In model building and model evaluation, crossvalidation is a frequently used resampling ... faster and can be used in generalized linear models and Cox’ proportional hazards model with...

ADVI
 Referenced in 27 articles
[sw34040]
 assumptions and support a broad class of models. The algorithm automatically determines an appropriate variational ... ADVI to MCMC sampling across hierarchical generalized linear models, nonconjugate matrix factorization, and a mixture...

Statmod
 Referenced in 21 articles
[sw07073]
 limiting dilution analysis (aka ELDA), mixed linear models, heteroscedastic regression, inverseGaussian probability calculations, Gauss ... algorithm for nonlinear models. Includes advanced generalized linear model functions that implement secure convergence, dispersion...

glimmix
 Referenced in 29 articles
[sw11740]
 These models are known as generalized linear mixed models (GLMM). GLMMs, like linear mixed models...

GLLAMM
 Referenced in 63 articles
[sw06517]
 Stata and estimates GLLAMMs (Generalized Linear Latent And Mixed Models) by maximum likelihood (see help...

sem
 Referenced in 34 articles
[sw04525]
 package contains functions for fitting general linear structural equation models (with observed and unobserved variables...

GET
 Referenced in 21 articles
[sw35164]
 sets, functional analysis of variance, functional general linear model, nsample test of correspondence...

brms
 Referenced in 32 articles
[sw19099]
 Models using Stan. Fit Bayesian generalized (non)linear multilevel models using Stan for full Bayesian...

brglm2
 Referenced in 11 articles
[sw19510]
 package brglm2. Bias Reduction in Generalized Linear Models. Estimation and inference from generalized linear models ... /stable/2345592”>http://www.jstor.org/stable/2345592>. In the special case of generalized linear models for binomial and multinomial responses...

Glmulti
 Referenced in 15 articles
[sw10544]
 Easy Automated Model Selection with (Generalized) Linear Models. We introduce glmulti, an R package...

glm2
 Referenced in 10 articles
[sw25591]
 package glm2: Fitting Generalized Linear Models. Fits generalized linear models using the same model specification...

dglm
 Referenced in 9 articles
[sw17733]
 Double Generalized Linear Models. Model fitting and evaluation tools for double generalized linear models (DGLMs ... This class of models uses one generalized linear model (GLM) to fit the specified response...

mvis
 Referenced in 11 articles
[sw37353]
 models (stcox and streg), categorical data models, generalized linear models, and more. Finally, misplit...

tscount
 Referenced in 14 articles
[sw23277]
 analysis of count time series following generalized linear models are provided. Models with the identity...

Survey
 Referenced in 53 articles
[sw08163]
 tests, generalised linear models, cumulative link models, Cox models, loglinear models, and general maximum pseudolikelihood...

Segmented
 Referenced in 13 articles
[sw08128]
 models with breakpoints/changepoints estimation. Given a (generalized) linear model, segmented ‘updates’ the model by adding...

strucchange
 Referenced in 62 articles
[sw07118]
 structural changes in (linear) regression models. strucchange features tests/methods from the generalized fluctuation test framework...