Toolkit for fitting point process models with sequences of LASSO penalties ("regularisation paths"). Regularisation paths of Poisson point process models or area-interaction models can be fitted with LASSO, adaptive LASSO or elastic net penalties. A number of criteria are available to judge the bias-variance tradeoff.
Version: | 1.1 |
Depends: | R (≥ 3.0.0), spatstat (≥ 1.40-0) |
Imports: | methods |
Published: | 2015-01-30 |
Author: | Ian Renner |
Maintainer: | Ian Renner <Ian.Renner at newcastle.edu.au> |
License: | GPL-3 |
NeedsCompilation: | no |
Citation: | ppmlasso citation info |
Materials: | NEWS |
CRAN checks: | ppmlasso results |
Reference manual: | ppmlasso.pdf |
Package source: | ppmlasso_1.1.tar.gz |
Windows binaries: | r-devel: ppmlasso_1.1.zip, r-release: ppmlasso_1.1.zip, r-oldrel: ppmlasso_1.1.zip |
OS X El Capitan binaries: | r-release: ppmlasso_1.1.tgz |
OS X Mavericks binaries: | r-oldrel: ppmlasso_1.1.tgz |
Old sources: | ppmlasso archive |
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