• multcomp

  • Referenced in 31 articles [sw10485]
  • models, including linear, generalized linear, linear mixed effects, and survival models. The package includes demos...
  • mboost

  • Referenced in 67 articles [sw07331]
  • package mboost: Model-Based Boosting. Functional gradient descent algorithm (boosting) for optimizing general risk functions ... base-learners for fitting generalized linear, additive and interaction models to potentially high-dimensional data...
  • glmmAK

  • Referenced in 26 articles [sw13218]
  • Package glmmAK: Generalized Linear Mixed Models. This package implements maximum-likelihood 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...
  • 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...
  • penalized

  • Referenced in 26 articles [sw06071]
  • ridge regression. In model building and model evaluation, cross-validation is a frequently used resampling ... faster and can be used in generalized linear models and Cox’ proportional hazards model with...
  • Statmod

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

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

  • Referenced in 62 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, n-sample test of correspondence...
  • brms

  • Referenced in 31 articles [sw19099]
  • Models using Stan. Fit Bayesian generalized (non-)linear multilevel models using Stan for full Bayesian...
  • brglm2

  • Referenced in 10 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 14 articles [sw10544]
  • Easy Automated Model Selection with (Generalized) Linear Models. We introduce glmulti, an R package...
  • 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...
  • glm2

  • Referenced in 9 articles [sw25591]
  • package glm2: Fitting Generalized Linear Models. Fits generalized linear models using the same model specification...
  • Survey

  • Referenced in 52 articles [sw08163]
  • tests, generalised linear models, cumulative link models, Cox models, loglinear models, and general maximum pseudolikelihood...
  • strucchange

  • Referenced in 61 articles [sw07118]
  • structural changes in (linear) regression models. strucchange features tests/methods from the generalized fluctuation test framework...
  • glmpath

  • Referenced in 9 articles [sw13713]
  • Linear Models and Cox Proportional Hazards Model. A path-following algorithm for L1 regularized generalized...
  • GCVPACK

  • Referenced in 13 articles [sw31699]
  • plate smoothing splines, deconvolution, smoothing of generalized linear models, and ill-posed problems. We present...