This package provides robust estimation for generalized additive models. It implements a fast and stable algorithm in Wong, Yao and Lee (2013). The implementation also contains three automatic selection methods for smoothing parameter. They are designed to be robust to outliers. For more details, see Wong, Yao and Lee (2013).
| Version: | 0.1.7 |
| Depends: | Rcpp (≥ 0.9.13), RcppArmadillo (≥ 0.3.4.4) , mgcv (≥ 1.7-20), robustbase (≥ 0.9-3) |
| LinkingTo: | Rcpp, RcppArmadillo |
| Published: | 2014-01-02 |
| Author: | Raymond K. W. Wong, Fang Yao and Thomas C. M. Lee |
| Maintainer: | Raymond K. W. Wong <raymondkww.dev at gmail.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| In views: | Robust |
| CRAN checks: | robustgam results |
| Reference manual: | robustgam.pdf |
| Package source: | robustgam_0.1.7.tar.gz |
| Windows binaries: | r-devel: robustgam_0.1.7.zip, r-release: robustgam_0.1.7.zip, r-oldrel: robustgam_0.1.7.zip |
| OS X El Capitan binaries: | r-release: robustgam_0.1.7.tgz |
| OS X Mavericks binaries: | r-oldrel: robustgam_0.1.7.tgz |
| Old sources: | robustgam archive |
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