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mgcv  

Mixed GAM Computation Vehicle with Automatic Smoothness Estimation
View on CRAN: Click here


Download and install mgcv package within the R console
Install from CRAN:
install.packages("mgcv")

Install from Github:
library("remotes")
install_github("cran/mgcv")

Install by package version:
library("remotes")
install_version("mgcv", "1.9-3")



Attach the package and use:
library("mgcv")
Maintained by
Simon Wood
[Scholar Profile | Author Map]
First Published: 2000-10-04
Latest Update: 2023-12-21
Description:
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.
How to cite:
Simon Wood (2000). mgcv: Mixed GAM Computation Vehicle with Automatic Smoothness Estimation. R package version 1.9-3, https://cran.r-project.org/web/packages/mgcv. Accessed 08 May. 2025.
Previous versions and publish date:
0.1-1 (2000-10-04 17:09), 0.2-1 (2000-10-25 07:50), 0.3-1 (2000-12-08 21:33), 0.3-2 (2000-12-12 12:36), 0.4-0 (2001-01-05 16:57), 0.5-0 (2001-04-09 19:25), 0.5-1 (2001-06-25 14:18), 0.5-3 (2001-08-31 23:00), 0.6-1 (2001-12-19 17:40), 0.6-2 (2001-12-20 15:15), 0.7-0 (2002-01-16 13:52), 0.7-1 (2002-01-28 17:21), 0.7-2 (2002-03-31 08:41), 0.8-0 (2002-05-05 19:44), 0.8-1 (2002-05-17 09:32), 0.8-2 (2002-09-09 15:04), 0.8-3 (2002-09-11 14:33), 0.8-4 (2002-10-04 12:37), 0.8-5 (2002-10-22 17:18), 0.8-6 (2002-10-30 11:52), 0.8-7 (2002-11-06 09:12), 0.8-8 (2003-04-07 16:15), 0.8-9 (2003-06-15 00:16), 0.9-1 (2003-09-16 18:46), 0.9-2 (2003-09-16 20:33), 0.9-3.1 (2003-10-03 16:15), 0.9-3 (2003-09-24 19:03), 0.9-4 (2003-10-08 17:23), 0.9-5 (2003-10-19 00:23), 0.9-6 (2003-11-04 18:24), 1.0-5 (2004-04-12 14:50), 1.0-7 (2004-05-18 20:50), 1.0-8 (2004-05-26 13:48), 1.0-9 (2004-06-17 17:33), 1.1-1.1 (2004-09-12 20:05), 1.1-1 (2004-09-11 09:18), 1.1-2 (2004-09-15 15:15), 1.1-3 (2004-09-25 11:07), 1.1-4 (2004-09-29 13:53), 1.1-5 (2004-10-01 08:31), 1.1-7 (2004-10-20 15:33), 1.1-8 (2004-11-12 16:00), 1.2-0 (2005-03-10 19:48), 1.2-1 (2005-03-26 22:52), 1.2-2 (2005-04-07 17:33), 1.2-3 (2005-04-10 23:14), 1.2-4 (2005-04-19 09:20), 1.2-5 (2005-05-19 07:22), 1.2-6 (2005-05-25 13:10), 1.3-0 (2005-05-30 12:56), 1.3-1 (2005-06-08 18:49), 1.3-2 (2005-06-21 09:34), 1.3-3 (2005-06-30 16:24), 1.3-4 (2005-07-12 17:00), 1.3-5 (2005-08-11 08:51), 1.3-6 (2005-08-20 23:37), 1.3-7 (2005-08-30 00:31), 1.3-8 (2005-10-16 21:09), 1.3-9 (2005-11-10 19:02), 1.3-10 (2005-11-29 21:03), 1.3-11 (2005-12-11 21:10), 1.3-12 (2005-12-14 15:55), 1.3-13 (2006-01-24 10:21), 1.3-15 (2006-04-12 14:19), 1.3-16 (2006-04-24 13:18), 1.3-17 (2006-05-18 10:38), 1.3-18 (2006-07-21 10:23), 1.3-19 (2006-09-13 10:33), 1.3-20 (2006-10-16 20:38), 1.3-21 (2006-11-21 11:58), 1.3-22 (2006-12-01 09:10), 1.3-23 (2007-03-15 19:49), 1.3-24 (2007-05-07 12:16), 1.3-25 (2007-06-22 11:51), 1.3-26 (2007-08-13 21:58), 1.3-27 (2007-09-27 10:01), 1.3-28 (2007-10-10 12:23), 1.3-29 (2007-11-17 10:41), 1.3-30 (2008-04-03 18:28), 1.3-31 (2008-04-29 20:16), 1.4-0 (2008-06-08 17:14), 1.4-1.1 (2008-12-13 12:36), 1.4-1 (2008-06-19 08:43), 1.4-2 (2009-02-13 13:24), 1.5-0 (2009-03-03 20:46), 1.5-1 (2009-03-17 19:17), 1.5-2 (2009-03-26 19:26), 1.5-3 (2009-04-22 18:02), 1.5-4 (2009-05-04 12:19), 1.5-5 (2009-05-15 13:26), 1.5-6 (2009-09-12 14:18), 1.6-0 (2009-11-18 18:01), 1.6-1 (2009-12-01 18:19), 1.6-2 (2010-04-27 21:10), 1.7-0 (2010-11-03 08:42), 1.7-1 (2010-11-08 08:32), 1.7-2 (2010-11-13 16:19), 1.7-3 (2011-02-14 20:21), 1.7-4 (2011-03-09 16:04), 1.7-5 (2011-03-26 16:44), 1.7-6 (2011-04-14 19:02), 1.7-7 (2011-10-08 08:44), 1.7-8 (2011-10-10 19:52), 1.7-9 (2011-10-20 13:21), 1.7-10 (2011-11-02 18:26), 1.7-11 (2011-11-14 10:58), 1.7-12 (2011-12-12 13:21), 1.7-13 (2012-01-22 10:59), 1.7-14 (2012-04-27 08:09), 1.7-16 (2012-04-30 10:22), 1.7-17 (2012-05-23 11:44), 1.7-18 (2012-06-12 13:02), 1.7-19 (2012-07-20 07:00), 1.7-20 (2012-08-24 21:00), 1.7-21 (2012-09-18 16:45), 1.7-22 (2012-10-15 13:20), 1.7-23 (2013-05-20 22:23), 1.7-24 (2013-06-05 10:34), 1.7-26 (2013-09-06 11:31), 1.7-27 (2013-10-01 09:49), 1.7-28 (2014-01-29 19:02), 1.7-29 (2014-03-31 08:57), 1.8-0 (2014-06-25 09:05), 1.8-1 (2014-07-06 00:16), 1.8-2 (2014-07-21 12:12), 1.8-3 (2014-08-29 22:07), 1.8-4 (2014-11-27 13:16), 1.8-5 (2015-03-03 09:18), 1.8-6 (2015-03-31 12:46), 1.8-7 (2015-07-23 07:05), 1.8-8 (2015-10-24 09:17), 1.8-9 (2015-10-30 10:53), 1.8-10 (2015-12-12 18:49), 1.8-11 (2016-01-24 00:08), 1.8-12 (2016-03-03 07:57), 1.8-13 (2016-07-21 19:18), 1.8-14 (2016-08-20 12:07), 1.8-15 (2016-09-14 18:51), 1.8-16 (2016-11-07 19:28), 1.8-17 (2017-02-16 09:57), 1.8-18 (2017-08-02 15:32), 1.8-19 (2017-09-01 13:37), 1.8-20 (2017-09-14 18:08), 1.8-21 (2017-09-17 21:24), 1.8-22 (2017-09-24 17:24), 1.8-23 (2018-01-21 19:59), 1.8-24 (2018-06-23 18:07), 1.8-25 (2018-10-26 16:50), 1.8-26 (2018-11-21 12:50), 1.8-27 (2019-02-06 16:00), 1.8-28 (2019-03-21 12:40), 1.8-29 (2019-09-20 12:00), 1.8-30 (2019-10-24 22:00), 1.8-31 (2019-11-09 06:30), 1.8-32 (2020-08-19 17:40), 1.8-33 (2020-08-27 10:30), 1.8-34 (2021-02-16 19:50), 1.8-35 (2021-04-18 11:50), 1.8-36 (2021-06-01 11:50), 1.8-37 (2021-09-23 12:30), 1.8-38 (2021-10-06 06:20), 1.8-39 (2022-02-24 18:50), 1.8-40 (2022-03-29 11:50), 1.8-41 (2022-10-21 15:52), 1.8-42 (2023-03-02 13:20), 1.9-0 (2023-07-11 10:40), 1.9-1 (2023-12-21 01:30), 1.9-2 (2025-04-02 16:20)
Other packages that cited mgcv R package
View mgcv citation profile
Other R packages that mgcv depends, imports, suggests or enhances
Complete documentation for mgcv
Functions, R codes and Examples using the mgcv R package
Some associated functions: Beta . FFdes . NCV . Predict.matrix.cr.smooth . Predict.matrix . Predict.matrix.soap.film . Rrank . Sl.initial.repara . Sl.repara . Sl.setup . Tweedie . XWXd . anova.gam . bam . bam.update . bandchol . blas.thread.test . bug.reports.mgcv . cSplineDes . chol.down . choose.k . cnorm . columb . concurvity . coxph . coxpht . dDeta . dpnorm . exclude.too.far . extract.lme.cov . factor.smooth . family.mgcv . fix.family.link . fixDependence . formXtViX . formula.gam . fs.test . full.score . gam.check . gam.control . gam.convergence . gam.fit . gam.fit3 . gam.fit5.post.proc . gam.mh . gam.models . gam . gam.outer . gam.reparam . gam.scale . gam.selection . gam.side . gam.vcomp . gam2objective . gamObject . gamSim . gamlss.etamu . gamlss.gH . gamm . gammals . gaulss . get.var . gevlss . gfam . ginla . gumbls . identifiability . in.out . inSide . influence.gam . initial.sp . interpret.gam . jagam . k.check . ldTweedie . ldetS . linear.functional.terms . logLik.gam . ls.size . magic . magic.post.proc . mgcv-FAQ . mgcv-package . mgcv-parallel . mini.roots . missing.data . model.matrix.gam . mono.con . mroot . multinom . mvn . negbin . new.name . notExp . notExp2 . null.space.dimension . ocat . one.se.rule . pcls . pdIdnot . pdTens . pen.edf . place.knots . plot.gam . polys.plot . predict.bam . predict.gam . print.gam . psum.chisq . qq.gam . rTweedie . random.effects . residuals.gam . rig . rmvn . s . scat . sdiag . shash . single.index . slanczos . smooth.construct.ad.smooth.spec . smooth.construct.bs.smooth.spec . smooth.construct.cr.smooth.spec . smooth.construct.ds.smooth.spec . smooth.construct.fs.smooth.spec . smooth.construct.gp.smooth.spec . smooth.construct.mrf.smooth.spec . smooth.construct . smooth.construct.ps.smooth.spec . smooth.construct.re.smooth.spec . smooth.construct.so.smooth.spec . smooth.construct.sos.smooth.spec . smooth.construct.sz.smooth.spec . smooth.construct.t2.smooth.spec . smooth.construct.tensor.smooth.spec . smooth.construct.tp.smooth.spec . smooth.info . smooth.terms . smooth2random . smoothCon . sp.vcov . spasm.construct . step.gam . summary.gam . t2 . te . tensor.prod.model.matrix . totalPenaltySpace . trichol . trind.generator . twlss . uniquecombs . vcov.gam . vis.gam . ziP . ziplss . 
Some associated R codes: Full mgcv package functions and examples
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