
gamair
 Referenced in 198 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...

VGAM
 Referenced in 65 articles
[sw04490]
 VGAM: Vector Generalized Linear and Additive Models , Vector generalized linear and additive models, and associated...

hgam
 Referenced in 73 articles
[sw11201]
 sparsitysmoothness penalty for highdimensional generalized additive models. The combination of sparsity and smoothness...

DPpackage
 Referenced in 47 articles
[sw10495]
 mixed models, and regression data using generalized additive models. The package also contains functions ... Dirichlet process prior, and a general purpose Metropolis sampling algorithm. To maximize computational efficiency...

gam
 Referenced in 31 articles
[sw07106]
 package gam: Generalized Additive Models. Functions for fitting and working with generalized additive models ... Chambers and Hastie (eds), 1991), and ”Generalized Additive Models” (Hastie and Tibshirani...

glmnet
 Referenced in 239 articles
[sw08159]
 glmnet: Lasso and elasticnet regularized generalized linear models. Extremely efficient procedures for fitting ... multinomial regression models, poisson regression and the Cox model. Two recent additions are the multiresponse...

mboost
 Referenced in 48 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...

gamsel
 Referenced in 15 articles
[sw19132]
 package gamsel: Fit Regularization Path for Generalized Additive Models. Using overlap grouped lasso penalties, gamsel...

COZIGAM
 Referenced in 7 articles
[sw06869]
 Fitting (Unconstrained) ZeroInflated Generalized Additive Models. R package: COZIGAM Fit a ZeroInflated Generalized...

spikeSlabGAM
 Referenced in 7 articles
[sw07415]
 additive mixed models. Bayesian variable selection, model choice, and regularized estimation for (spatial) generalized additive...

Indclus
 Referenced in 21 articles
[sw20757]
 algorithm, INDCLUS, that generalizes the ShepardArabie ADCLUS (ADditive CLUStering) model and the MAPCLUS algorithm ... sources of data. Like MAPCLUS, the INDCLUS generalization utilizes an alternating least squares method combined...

GAMBoost
 Referenced in 5 articles
[sw08168]
 package GAMBoost: Generalized linear and additive models by likelihood based boosting. This package provides routines ... fitting generalized linear and and generalized additive models by likelihood based boosting, using penalized...

gamboostLSS
 Referenced in 5 articles
[sw16111]
 GAMLSS’. Boosting models for fitting generalized additive models for location, shape and scale (’GAMLSS...

cgam
 Referenced in 3 articles
[sw15309]
 package cgam: Constrained Generalized Additive Model. A constrained generalized additive model is fitted ... maximum likelihood estimator for the constrained generalized additive model is found using an iteratively...

gamm4
 Referenced in 4 articles
[sw13220]
 package gamm4: Generalized additive mixed models using mgcv and lme4. Fit generalized additive mixed models...

VGAMdata
 Referenced in 4 articles
[sw18444]
 package and the book ”Vector Generalized Linear and Additive Models: With an Implementation ... used to illustrate vector generalized linear and additive models (VGLMs/VGAMs), and associated models (ReducedRank...

gamlss.dist
 Referenced in 2 articles
[sw21114]
 package gamlss.dist: Distributions for Generalized Additive Models for Location Scale and Shape. The different distributions ... used for the response variables in Generalized Additive Models for Location Scale and Shape...

CausalGAM
 Referenced in 2 articles
[sw15401]
 CausalGAM: Estimation of Causal Effects with Generalized Additive Models. This package implements various estimators ... regression estimator—that make use of generalized additive models for the treatment assignment model and/or...

scam
 Referenced in 3 articles
[sw15787]
 package scam. Routines for generalized additive modelling under shape constraints on the component functions...

bamlss
 Referenced in 3 articles
[sw24276]
 Beyond). Infrastructure for estimating probabilistic distributional regression models in a Bayesian framework. The distribution parameters ... smooth, spatial, etc.) similar to a generalized additive model. The conceptual and computational framework...