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islasso  

The Induced Smoothed Lasso
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("islasso", "1.5.2")



Attach the package and use:
library("islasso")
Maintained by
Gianluca Sottile
[Scholar Profile | Author Map]
First Published: 2019-04-29
Latest Update: 2024-01-23
Description:
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 and discussed in a tutorial .
How to cite:
Gianluca Sottile (2019). islasso: The Induced Smoothed Lasso. R package version 1.5.2, https://cran.r-project.org/web/packages/islasso. Accessed 07 May. 2025.
Previous versions and publish date:
1.0.0 (2019-04-29 19:30), 1.1.0 (2019-06-25 13:20), 1.1.1 (2020-02-25 14:40), 1.2.0 (2021-01-21 16:10), 1.2.1 (2021-01-22 00:20), 1.2.2 (2021-01-22 10:10), 1.3.0 (2021-05-24 15:00), 1.3.1 (2021-06-16 12:30), 1.4.0 (2021-10-15 20:40), 1.4.1 (2021-11-16 07:50), 1.4.2 (2021-12-06 12:00), 1.4.3 (2022-03-01 16:20), 1.5.0 (2023-05-08 09:20), 1.5.1 (2023-05-16 01:40)
Other packages that cited islasso R package
View islasso citation profile
Other R packages that islasso depends, imports, suggests or enhances
Complete documentation for islasso
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