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gnm  

Generalized Nonlinear Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("gnm", "1.1-5")



Attach the package and use:
library("gnm")
Maintained by
Heather Turner
[Scholar Profile | Author Map]
First Published: 2005-06-29
Latest Update: 2023-08-27
Description:
Functions to specify and fit generalized nonlinear models, including models with multiplicative interaction terms such as the UNIDIFF model from sociology and the AMMI model from crop science, and many others. Over-parameterized representations of models are used throughout; functions are provided for inference on estimable parameter combinations, as well as standard methods for diagnostics etc.
How to cite:
Heather Turner (2005). gnm: Generalized Nonlinear Models. R package version 1.1-5, https://cran.r-project.org/web/packages/gnm. Accessed 29 Mar. 2025.
Previous versions and publish date:
0.6-1 (2005-06-29 16:46), 0.7-1 (2005-07-22 17:41), 0.7-2 (2005-09-08 14:28), 0.8-0 (2006-02-01 19:14), 0.8-1 (2006-02-26 21:38), 0.8-2 (2006-02-28 09:40), 0.8-3 (2006-03-13 10:16), 0.8-4 (2006-06-06 16:06), 0.8-5 (2006-07-25 18:55), 0.9-1 (2007-01-21 20:23), 0.9-2 (2007-04-17 20:52), 0.9-3 (2007-09-10 21:48), 0.9-4 (2008-05-07 18:35), 0.9-5 (2008-06-02 14:13), 0.9-6 (2008-10-17 10:28), 0.9-7 (2009-01-14 19:12), 0.9-8 (2009-02-25 19:16), 0.9-9 (2009-04-29 19:56), 0.10-0 (2009-08-13 10:58), 1.0-0 (2010-04-19 18:19), 1.0-1 (2011-03-01 08:07), 1.0-2 (2012-05-21 13:55), 1.0-3 (2012-07-20 10:36), 1.0-4 (2012-09-07 16:39), 1.0-5 (2012-09-30 22:35), 1.0-6 (2012-10-02 11:54), 1.0-7 (2014-01-02 09:54), 1.0-8 (2015-04-22 12:08), 1.1-0 (2018-06-21 22:13), 1.1-1 (2020-02-03 15:20), 1.1-2 (2022-04-29 14:30), 1.1-3 (2023-08-24 21:50), 1.1-4 (2023-08-27 09:00)
Other packages that cited gnm R package
View gnm citation profile
Other R packages that gnm depends, imports, suggests or enhances
Complete documentation for gnm
Functions, R codes and Examples using the gnm R package
Some associated functions: Const . Diag . Dref . Exp . House2001 . Inv . MPinv . Mult . MultHomog . Symm . Topo . anova.gnm . asGnm . backPain . barley . barleyHeights . cautres . checkEstimable . confint.gnm . erikson . exitInfo . expandCategorical . friend . getContrasts . gnm-defunct . gnm-package . gnm . instances . meanResiduals . mentalHealth . model.matrix.gnm . nonlin.function . ofInterest . parameters . pickCoef . plot.gnm . predict.gnm . profile.gnm . residSVD . se.gnm . se . summary.gnm . termPredictors . vcov.gnm . voting . wedderburn . wheat . yaish . 
Some associated R codes: Const.R . Diag.R . Dref.R . DrefWeights.R . Exp.R . Inv.R . Log.R . Logistic.R . Logit.R . MPinv.R . Mult.R . MultHomog.R . Raise.R . Symm.R . Topo.R . add1.gnm.R . addterm.gnm.R . alias.gnm.R . anova.gnm.R . asGnm.R . asGnm.default.R . asGnm.glm.R . asGnm.lm.R . boxcox.gnm.R . checkCall.R . checkEstimable.R . cholInv.R . coef.gnm.R . confint.gnm.R . confint.profile.gnm.R . cooks.distance.gnm.R . dfbeta.gnm.R . dfbetas.gnm.R . drop1.gnm.R . dropterm.gnm.R . dummy.coef.gnm.R . effects.gnm.R . exitInfo.R . expandCategorical.R . fitted.gnm.R . getContrasts.R . getData.R . glm.fit.e.R . gnm-defunct.R . gnm.R . gnmFit.R . gnmStart.R . gnmTerms.R . gnmTools.R . grp.sum.R . hashSplit.R . hatvalues.gnm.R . influence.gnm.R . instances.R . kappa.gnm.R . labels.gnm.R . logtrans.gnm.R . meanResiduals.R . model.frame.gnm.R . model.matrix.gnm.R . naToZero.R . nonlinTerms.R . ofInterest.R . ofInterestReplacement.R . parameters.R . pickCoef.R . plot.gnm.R . plot.profile.gnm.R . pprod.R . prattle.R . predict.gnm.R . print.coef.gnm.R . print.gnm.R . print.meanResiduals.R . print.profile.gnm.R . print.summary.gnm.R . print.vcov.gnm.R . profile.gnm.R . proj.gnm.R . psum.R . quick.glm.fit.R . quickRank.R . residSVD.R . residuals.gnm.R . rstandard.gnm.R . rstudent.gnm.R . se.R . sumExpression.R . summary.gnm.R . summary.meanResiduals.R . termPredictors.R . termPredictors.default.R . termPredictors.gnm.R . unlistOneLevel.R . update.gnm.R . updateLinear.R . variable.names.gnm.R . vcov.gnm.R . wedderburn.R . weighted.MM.R . weights.gnm.R . zzz.R .  Full gnm package functions and examples
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