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ppmlasso  

Point Process Models with LASSO-Type Penalties
View on CRAN: Click here


Download and install ppmlasso package within the R console
Install from CRAN:
install.packages("ppmlasso")

Install from Github:
library("remotes")
install_github("cran/ppmlasso")

Install by package version:
library("remotes")
install_version("ppmlasso", "1.5")



Attach the package and use:
library("ppmlasso")
Maintained by
Ian Renner
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2013-10-15
Latest Update: 2025-09-03
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) . 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.
How to cite:
Ian Renner (2013). ppmlasso: Point Process Models with LASSO-Type Penalties. R package version 1.5, https://cran.r-project.org/web/packages/ppmlasso. Accessed 05 Mar. 2026.
Previous versions and publish date:
1.0 (2013-10-15 08:17), 1.1 (2015-01-30 13:34), 1.2 (2022-04-05 11:00), 1.3 (2022-12-01 13:50), 1.4 (2024-02-01 00:20)
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Complete documentation for ppmlasso
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