mgcv (1.8-28)

7 users

Mixed GAM Computation Vehicle with Automatic Smoothness Estimation.

http://cran.r-project.org/web/packages/mgcv

Generalized additive (mixed) models, some of their extensions and other generalized ridge regression with multiple smoothing parameter estimation by (Restricted) Marginal Likelihood, Generalized Cross Validation and similar, or using iterated nested Laplace approximation for fully Bayesian inference. See Wood (2017) for an overview. Includes a gam() function, a wide variety of smoothers, 'JAGS' support and distributions beyond the exponential family.

Maintainer: Simon Wood
Author(s): Simon Wood <simon.wood@r-project.org>

License: GPL (>= 2)

Uses: Matrix, nlme, survival, MASS
Reverse depends: AdaptFitOS, analogue, bamlss, baytrends, bgeva, cenGAM, coenoflex, coxed, COZIGAM, denseFLMM, diseasemapping, dlmap, dsm, DSpat, DSsim, eHOF, ez, fcr, fda.usc, FlexGAM, ForeCA, fRegression, FWDselect, gamclass, gamlss.add, gamlss.spatial, gamm4, gammSlice, GJRM, granova, GrapheR, gsg, Haplin, ibr, icaOcularCorrection, iRegression, ismev, itsadug, JointGLM, JointModeling, JRM, KnowBR, labdsv, logistf, MAPLES, MatchIt, mgcViz, modTempEff, mombf, MPINet, multipleNCC, NIRStat, nlshelper, ordPens, paltran, PamGeneMixed, PanJen, pcurve, pendensity, personalized, pitchRx, PL.popN, qgam, R2BayesX, RcmdrPlugin.HH, reams, refund, reldist, RfmriVC, rlme, RLRsim, robustgam, RSurvey, RVAideMemoire, scam, season, SemiParBIVProbit, SemiParSampleSel, semsfa, snht, sparseFLMM, spatclus, spatstat, spsmooth, STAR, StatDA, structree, survivalBIV, trioGxE, tripEstimation, TSA, tsDyn, TSVC, TTS, vagam, WVPlots, ZeligGAM
Reverse suggests: adaptMT, agridat, ALA4R, amer, BCEA, bestNormalize, BiodiversityR, biomod2, broom, broom.mixed, cAIC4, car, caret, CompareCausalNetworks, ctmcmove, cutpointr, demography, detrendr, dfConn, diseasemapping, dlnm, dplyr, dynamichazard, DynNom, earth, EcoIndR, emmeans, empirical, fdapace, flexmix, ForeCA, freqparcoord, fscaret, gamair, GeneralizedUmatrix, ggeffects, ggplot2, ggstatsplot, ggvis, granova, granovaGG, grattan, heemod, HRW, HSAUR2, HSAUR3, inlabru, insight, IPSUR, kernDeepStackNet, latticeExtra, lazyData, LinRegInteractive, LMERConvenienceFunctions, longRPart2, macleish, MatchIt, mediation, mlt.docreg, MuMIn, munsellinterpol, myTAI, nandb, opera, PL.popN, plotluck, ProjectionBasedClustering, pscl, rasterVis, Rcmdr, RcmdrPlugin.HH, RcmdrPlugin.IPSUR, reldist, rioja, RLRsim, rpanel, rstanarm, season, SentimentAnalysis, simex, simstudy, soil.spec, SpaDES.tools, Tampo, taRifx.geo, treedater, vegan, VGAM, vinereg, Zelig
Reverse enhances: sfsmisc, stargazer, texreg

Released 3 months ago.


63 previous versions

Ratings

Overall:

  4.3/5 (7 votes)

Documentation:

  3.0/5 (4 votes)

Log in to vote.

Reviews


Related packages: lme4, pscl, BMA, Hmisc, MNP, VGAM, aod, gam, nlme, quantreg, MASS, Zelig, arm, bayesm, betareg, boot, bootstrap, car, dynlm, eco(20 best matches, based on common tags.)


Search for mgcv on google, google scholar, r-help, r-devel.

Visit mgcv on R Graphical Manual.