
SAS/STAT
 Referenced in 423 articles
[sw18788]
 analysis. A few examples include mixed models, generalized linear models, correspondence analysis, and structural equations...

SemiPar
 Referenced in 714 articles
[sw07116]
 special case of the linear mixed model or its generalized counterpart. This book is very ... regression, though familiarity with matrix and linear algebra is assumed. Another audience that they...

lme4
 Referenced in 223 articles
[sw04515]
 mixedeffects models using S4 classes , Fit linear and generalized linear mixedeffects models. This...

gamair
 Referenced in 303 articles
[sw11132]
 scripts used in the book ”Generalized Additive Models: An Introduction with R”, Wood ... comprehensive introduction to linear, generalized linear, generalized additive and mixed models. Moreover, the book contains...

GAMS
 Referenced in 858 articles
[sw04978]
 General Algebraic Modeling System (GAMS) is specifically designed for modeling linear, nonlinear and mixed integer...

DPpackage
 Referenced in 67 articles
[sw10495]
 models in R, DPpackage. Currently, DPpackage includes models for marginal and conditional density estimation, receiver ... longitudinal and clustered data using generalized linear mixed models, and regression data using generalized additive...

glmmAK
 Referenced in 26 articles
[sw13218]
 Package glmmAK: Generalized Linear Mixed Models. This package implements maximumlikelihood estimation in the logistic ... model) and multinomial response (cumulative logit model), and in the Poisson regression (loglinear model ... MCMC in the logistic and Poisson regression model with random effects whose distribution is specified ... LESAFFRE, E. (2008). Generalized linear mixed model with a penalized Gaussian mixture as a random...

faraway
 Referenced in 24 articles
[sw04357]
 Extending the linear model with R. Generalized linear, mixed effects and nonparametric regression models. Linear ... Linear Model with R surveys the techniques that grow from the regression model, presenting three ... framework: generalized linear models (GLMs), mixed effect models, and nonparametric regression models. The author ... topics that include GLM diagnostics, generalized linear mixed models, trees, and even...

glimmix
 Referenced in 28 articles
[sw11740]
 These models are known as generalized linear mixed models (GLMM). GLMMs, like linear mixed models...

GLLAMM
 Referenced in 61 articles
[sw06517]
 Stata and estimates GLLAMMs (Generalized Linear Latent And Mixed Models) by maximum likelihood (see help...

multcomp
 Referenced in 31 articles
[sw10485]
 linear hypotheses in parametric models, including linear, generalized linear, linear mixed effects, and survival models...

metafor
 Referenced in 31 articles
[sw12291]
 outcome measures, fit fixed, random, and mixedeffects models to such data, carry out moderator ... variety of suitable generalized linear (mixedeffects) models (i.e., mixedeffects (conditional) logistic and Poisson...

hglm
 Referenced in 6 articles
[sw15428]
 fitting hierarchical generalized linear models (HGLM). It can be used for linear mixed models ... generalized linear mixed models with random effects for a variety of links and a variety...

bernor
 Referenced in 9 articles
[sw19665]
 Monte Carlo likelihood inference for missing data models. We describe a Monte Carlo method ... give logitnormal generalized linear mixed model examples, calculated using an R package...

pbkrtest
 Referenced in 6 articles
[sw24087]
 parametric bootstrap test for generalized linear mixed models...

performance
 Referenced in 6 articles
[sw29807]
 variety of regression models, including generalized linear models, mixed effects models and Bayesian models...

glmmLasso
 Referenced in 5 articles
[sw14724]
 glmmLasso: Variable Selection for Generalized Linear Mixed Models by L1penalized Estimation. R package...

glmmTMB
 Referenced in 3 articles
[sw31739]
 Models using Template Model Builder. Fit linear and generalized linear mixed models with various extensions...

lsmeans
 Referenced in 7 articles
[sw22579]
 squares means for many linear, generalized linear, and mixed models. Compute contrasts or linear functions...

GLMMadaptive
 Referenced in 2 articles
[sw34056]
 package GLMMadaptive: Generalized Linear Mixed Models using Adaptive Gaussian Quadrature. Fits generalized linear mixed models...