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DESCRIPTION
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DESCRIPTION
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Package: ppmlasso
Type: Package
Title: Point Process Models with LASSO-Type Penalties
Version: 1.2
Date: 2022-04-01
Author: Ian Renner
Maintainer: Ian Renner <Ian.Renner@newcastle.edu.au>
Description: Toolkit for fitting point process models with sequences of LASSO penalties ("regularisation paths"), as described in Renner, I.W. and Warton, D.I. (2013) <doi:10.1111/j.1541-0420.2012.01824.x>. 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.
License: GPL-3
Depends: R (>= 4.0.0), spatstat (>= 3.0-0)
Imports: methods, data.table, lattice, stats, plyr, spatstat.explore, spatstat.model, spatstat.geom
NeedsCompilation: no
Packaged: 2022-04-05 07:41:21 UTC; iwr478
Repository: CRAN
Date/Publication: 2022-04-05 09:00:02 UTC