islasso
The Induced Smoothed Lasso
An implementation of the induced smoothing (IS) idea to lasso regularization models to allow estimation and inference on the model coefficients (currently hypothesis testing only). Linear, logistic, Poisson and gamma regressions with several link functions are implemented. The algorithm is described in the original paper; see doi:10.1177/0962280219842890 and discussed in a tutorial doi:10.13140/RG.2.2.16360.11521.
- Version1.5.2
- R versionunknown
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?Yes
- islasso citation info
- Last release01/23/2024
Documentation
Team
Gianluca Sottile
Giovanna Cilluffo
Show author detailsRolesAuthor, ContributorVito MR Muggeo
Show author detailsRolesAuthor, Contributor
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- Depends2 packages
- Suggests4 packages