Other packages > Find by keyword >

HDtweedie  

The Lasso for Tweedie's Compound Poisson Model Using an IRLS-BMD Algorithm
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("HDtweedie", "1.2")



Attach the package and use:
library("HDtweedie")
Maintained by
Wei Qian
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2013-10-22
Latest Update: 2022-05-10
Description:
The Tweedie lasso model implements an iteratively reweighed least square (IRLS) strategy that incorporates a blockwise majorization decent (BMD) method, for efficiently computing solution paths of the (grouped) lasso and the (grouped) elastic net methods.
How to cite:
Wei Qian (2013). HDtweedie: The Lasso for Tweedie's Compound Poisson Model Using an IRLS-BMD Algorithm. R package version 1.2, https://cran.r-project.org/web/packages/HDtweedie. Accessed 06 Mar. 2026.
Previous versions and publish date:
1.1 (2013-10-22 08:15)
Other packages that cited HDtweedie R package
View HDtweedie citation profile
Other R packages that HDtweedie depends, imports, suggests or enhances
Complete documentation for HDtweedie
Functions, R codes and Examples using the HDtweedie R package
Some associated functions: HDtweedie . auto . coef.HDtweedie . coef.cv.HDtweedie . cv.HDtweedie . plot.HDtweedie . plot.cv.HDtweedie . predict.HDtweedie . predict.cv.HDtweedie . print.HDtweedie . 
Some associated R codes: HDtweedie.R . cv.R . plot.HDtweedie.R . plot.cv.HDtweedie.R . tools.R . tweediegrppath.R . utilities.R .  Full HDtweedie package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

mlr3viz  
Visualizations for 'mlr3'
Visualization package of the 'mlr3' ecosystem. It features plots for mlr3 objects such as tasks, le ...
Download / Learn more Package Citations See dependency  
EMVS  
The Expectation-Maximization Approach to Bayesian Variable Selection
An efficient expectation-maximization algorithm for fitting Bayesian spike-and-slab regularization p ...
Download / Learn more Package Citations See dependency  
openxlsx  
Read, Write and Edit xlsx Files
Simplifies the creation of Excel .xlsx files by providing a high level interface to writing, stylin ...
Download / Learn more Package Citations See dependency  
solitude  
An Implementation of Isolation Forest
Isolation forest is anomaly detection method introduced by the paper Isolation based Anomaly Detecti ...
Download / Learn more Package Citations See dependency  
lbfgs  
Limited-memory BFGS Optimization
A wrapper built around the libLBFGS optimization library by Naoaki Okazaki. The lbfgs package implem ...
Download / Learn more Package Citations See dependency  
DatabionicSwarm  
Swarm Intelligence for Self-Organized Clustering
Algorithms implementing populations of agents that interact with one another and sense their environ ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,376

Author Associations

26,265

Publication Badges

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