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Multiple and generalized nonparametric regression using smoothing spline ANOVA models and generalized additive models, as described in Helwig (2020) <doi:10.4135/9781526421036885885>. Includes support for Gaussian and non-Gaussian responses, smoothers for multiple types of predictors (including random intercepts), interactions between smoothers of mixed types, eight different methods for smoothing parameter selection, and flexible tools for diagnostics, inference, and prediction.
| Version: | 1.1.0 |
| Suggests: | parallel, statmod |
| Published: | 2024-03-29 |
| DOI: | 10.32614/CRAN.package.npreg |
| Author: | Nathaniel E. Helwig |
| Maintainer: | Nathaniel E. Helwig <helwig at umn.edu> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| Materials: | ChangeLog |
| CRAN checks: | npreg results |
| Reference manual: | npreg.pdf |
| Package source: | npreg_1.1.0.tar.gz |
| Windows binaries: | r-devel: npreg_1.1.0.zip, r-release: npreg_1.1.0.zip, r-oldrel: npreg_1.1.0.zip |
| macOS binaries: | r-release (arm64): npreg_1.1.0.tgz, r-oldrel (arm64): npreg_1.1.0.tgz, r-release (x86_64): npreg_1.1.0.tgz, r-oldrel (x86_64): npreg_1.1.0.tgz |
| Old sources: | npreg archive |
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