ppmlasso
Point Process Models with LASSO-Type Penalties
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.
- Version1.4
- R version≥ 4.0.0
- LicenseGPL-3
- Needs compilation?No
- ppmlasso citation info
- Last release01/31/2024
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Team
Ian Renner
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- Depends1 package
- Imports6 packages