• penalized

  • Referenced in 24 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...
  • mboost

  • Referenced in 52 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...
  • Statmod

  • Referenced in 19 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 24 articles [sw11740]
  • These models are known as generalized linear mixed models (GLMM). GLMMs, like linear mixed models...
  • ADVI

  • Referenced in 19 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...
  • sem

  • Referenced in 28 articles [sw04525]
  • package contains functions for fitting general linear structural equation models (with observed and unobserved variables...
  • brglm2

  • Referenced in 8 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...
  • GCVPACK

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

  • Referenced in 11 articles [sw10544]
  • Easy Automated Model Selection with (Generalized) Linear Models. We introduce glmulti, an R package...
  • dglm

  • Referenced in 7 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...
  • Survey

  • Referenced in 45 articles [sw08163]
  • tests, generalised linear models, cumulative link models, Cox models, loglinear models, and general maximum pseudolikelihood...
  • glmpath

  • Referenced in 8 articles [sw13713]
  • Linear Models and Cox Proportional Hazards Model. A path-following algorithm for L1 regularized generalized...
  • XFEM

  • Referenced in 358 articles [sw01026]
  • library. This paper presents and exercises a general structure for an object-oriented-enriched finite ... slip-interfaces; nonlinear material models such as J2 plasticity with linear, isotropic and kinematic hardening...
  • glm2

  • Referenced in 7 articles [sw25591]
  • package glm2: Fitting Generalized Linear Models. Fits generalized linear models using the same model specification...
  • PROC GLM

  • Referenced in 8 articles [sw12073]
  • method of least squares to fit general linear models. Among the statistical methods available ... analyzes data within the framework of general linear models. PROC GLM handles models relating...
  • strucchange

  • Referenced in 51 articles [sw07118]
  • structural changes in (linear) regression models. strucchange features tests/methods from the generalized fluctuation test framework...
  • brms

  • Referenced in 18 articles [sw19099]
  • Models using Stan. Fit Bayesian generalized (non-)linear multilevel models using Stan for full Bayesian...
  • hglm

  • Referenced in 6 articles [sw15428]
  • package hglm: Hierarchical Generalized Linear Models. Procedures for fitting hierarchical generalized linear models (HGLM ... used for linear mixed models and generalized linear mixed models with random effects...
  • metafor

  • Referenced in 28 articles [sw12291]
  • 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...