• SAS/STAT

  • Referenced in 391 articles [sw18788]
  • analysis. A few examples include mixed models, generalized linear models, correspondence analysis, and structural equations...
  • SemiPar

  • Referenced in 640 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...
  • GAMS

  • Referenced in 823 articles [sw04978]
  • General Algebraic Modeling System (GAMS) is specifically designed for modeling linear, nonlinear and mixed integer...
  • gamair

  • Referenced in 242 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...
  • lme4

  • Referenced in 149 articles [sw04515]
  • mixed-effects models using S4 classes , Fit linear and generalized linear mixed-effects models. This...
  • DPpackage

  • Referenced in 59 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 24 articles [sw13218]
  • Package glmmAK: Generalized Linear Mixed Models. This package implements maximum-likelihood estimation in the logistic ... model) and multinomial response (cumulative logit model), and in the Poisson regression (log-linear 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 22 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 24 articles [sw11740]
  • These models are known as generalized linear mixed models (GLMM). GLMMs, like linear mixed models...
  • multcomp

  • Referenced in 25 articles [sw10485]
  • linear hypotheses in parametric models, including linear, generalized linear, linear mixed effects, and survival models...
  • metafor

  • Referenced in 27 articles [sw12291]
  • outcome measures, fit fixed-, random-, and mixed-effects models to such data, carry out moderator ... variety of suitable generalized linear (mixed-effects) models (i.e., mixed-effects (conditional) logistic and Poisson...
  • GLLAMM

  • Referenced in 28 articles [sw06517]
  • Stata and estimates GLLAMMs (Generalized Linear Latent And Mixed Models) by maximum likelihood (see help...
  • 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...
  • pbkrtest

  • Referenced in 5 articles [sw24087]
  • parametric bootstrap test for generalized linear mixed models...
  • glmmLasso

  • Referenced in 5 articles [sw14724]
  • glmmLasso: Variable Selection for Generalized Linear Mixed Models by L1-penalized Estimation. R package...
  • bernor

  • Referenced in 5 articles [sw19665]
  • Monte Carlo likelihood inference for missing data models. We describe a Monte Carlo method ... give logit-normal generalized linear mixed model examples, calculated using an R package...
  • ngspatial

  • Referenced in 2 articles [sw17802]
  • Centered Autologistic and Sparse Spatial Generalized Linear Mixed Models for Areal Data. Provides tools ... version supports the sparse spatial generalized linear mixed model of Hughes and Haran...
  • aod

  • Referenced in 5 articles [sw14700]
  • generalized estimating equations (GEE) or generalized linear mixed effect models (GLMM...
  • lsmeans

  • Referenced in 5 articles [sw22579]
  • squares means for many linear, generalized linear, and mixed models. Compute contrasts or linear functions...
  • TASSEL

  • Referenced in 5 articles [sw11446]
  • aSSociation, Evolution and Linkage) implements general linear model and mixed linear model approaches for controlling...