Other packages > Find by keyword >

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 29 Mar. 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
Downloads during the last 30 days
02/2702/2803/0103/0203/0303/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/28Downloads for islasso05101520253035404550TrendBars

Today's Hot Picks in Authors and Packages

landmix  
Landmark Prediction for Mixture Data
Non-parametric prediction of survival outcomes for mixture data that incorporates covariates and a l ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
gglgbtq  
Show Pride on 'ggplot2' Plots
Provides multiple palettes based on pride flags with tailored themes. ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA