
penalized
 Referenced in 24 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...

mboost
 Referenced in 52 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...

Statmod
 Referenced in 19 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 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 illposed 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 pathfollowing algorithm for L1 regularized generalized...

XFEM
 Referenced in 358 articles
[sw01026]
 library. This paper presents and exercises a general structure for an objectorientedenriched finite ... slipinterfaces; 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 mixedeffects models to such data, carry out moderator ... variety of suitable generalized linear (mixedeffects) models (i.e., mixedeffects (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...