Point Process Models with LASSO-Type Penalties
Overview
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.
Fixed documentation with envelope-methods and updated DESCRIPTION with the required authors@R field.
From inst/NEWS in the release
Install
Health
- OK13 OK2026-08-05
- NOTE12 OK, 1 NOTE2026-08-01
- OK13 OK2026-06-09
- ERROR12 OK, 1 ERROR2026-06-08
- OK14 OK2026-03-10
Documentation
- Help pages
- 21 (1 internal)includes a package overview page
- Examples that run
- 93%14 run in a plain check · 1 hold no code
- Exported functions with examples
- 100%
- Documented parameters
- 90%
- Return-value docs
- 69%
- Help pages citing references
- 29%
Downloads
Dependencies
Installing ppmlasso adds 18 packages (14 with compiled code, 18 MB of source tarballs). Heaviest: data.table 5.7 MB, spatstat 4.3 MB, spatstat.data 2.9 MB.
Code & Tests
Datasets
People & History
Pick two releases to compare their code metrics.
- RR 4.6.0 released · 2026-04-24
- 1.5Latest
- RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- 1.42024-02-01 · diff ↗
- RR 4.3.0 released · 2023-04-21
- unarchivedReturned to CRAN2022-12-01
- 1.32022-12-01 · diff ↗
- archivedRemoved from CRAN2022-11-22issues were not corrected in time
- RR 4.2.0 released · 2022-04-22
- unarchivedReturned to CRAN2022-04-05
- 1.22022-04-05 · diff ↗ ·
removed 4 exports
env.var, findres, point.interactions, sample.quadadded 7 exports
findRes, getEnvVar, griddify, plotFit, plotPath, pointInteractions, sampleQuad - RR 4.1.0 released · 2021-05-18
- archivedRemoved from CRAN2021-03-28issues were not corrected in time
- RR 4.0.0 released · 2020-04-24
- RR 3.6.0 released · 2019-04-26
Show 8 earlier eventsHide 8 earlier events
- RR 3.5.0 released · 2018-04-23
- RR 3.4.0 released · 2017-04-21
- RR 3.3.0 released · 2016-05-03
- RR 3.2.0 released · 2015-04-16
- 1.1
- RR 3.1.0 released · 2014-04-10
- 1.02013-10-15
- RR 3.0.0 released · 2013-04-03
Package metadata
- First published
- 2013-10-15
- Total releases
- 6 / 13 yrs
- License
- GPL-3 OSI
- Minimum R
- ≥ 4.0.0
- Bundled data
- 285 KB / 1 file
- Download size
- 317 KB
Cite
Cite this package
Run in R for the authors' preferred citation:
citation("ppmlasso")The package provides a citation file that builds its entry when R runs it. Run citation() to see it.
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