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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.
Version: | 1.1-5 |
Depends: | R (≥ 3.0.0) |
Imports: | graphics, grDevices, MASS, Matrix, methods, nnet, qvcalc (≥ 0.8-3), relimp, stats, utils |
Suggests: | logmult, testthat (≥ 3.0.0), vcdExtra |
Published: | 2023-09-16 |
DOI: | 10.32614/CRAN.package.gnm |
Author: | Heather Turner [aut, cre], David Firth [aut], Brian Ripley [ctb], Bill Venables [ctb], Douglas M. Bates [ctb], Martin Maechler [ctb] |
Maintainer: | Heather Turner <ht at heatherturner.net> |
BugReports: | https://github.com/hturner/gnm/issues |
License: | GPL-2 | GPL-3 |
URL: | https://github.com/hturner/gnm |
NeedsCompilation: | yes |
Language: | en-GB |
Materials: | README NEWS |
CRAN checks: | gnm results [issues need fixing before 2024-11-17] |
Reference manual: | gnm.pdf |
Vignettes: |
Generalized nonlinear models in R: An overview of the gnm package |
Package source: | gnm_1.1-5.tar.gz |
Windows binaries: | r-devel: gnm_1.1-5.zip, r-release: gnm_1.1-5.zip, r-oldrel: gnm_1.1-5.zip |
macOS binaries: | r-release (arm64): gnm_1.1-5.tgz, r-oldrel (arm64): gnm_1.1-5.tgz, r-release (x86_64): gnm_1.1-5.tgz, r-oldrel (x86_64): gnm_1.1-5.tgz |
Old sources: | gnm archive |
Reverse depends: | flexmixNL, logmult, multgee, prefmod, StMoMo, vcdExtra, VFP |
Reverse imports: | CausalGPS, CvmortalityMult, MetaCycle, perARMA, SCCS, VIRF |
Reverse suggests: | agridat, CRE, Cyclops, em, gosset, PlackettLuce, profileModel |
Reverse enhances: | BradleyTerry2, enrichwith, texreg |
Please use the canonical form https://CRAN.R-project.org/package=gnm to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.