Other packages > Find by keyword >

personalized2part  

Two-Part Estimation of Treatment Rules for Semi-Continuous Data
View on CRAN: Click here


Download and install personalized2part package within the R console
Install from CRAN:
install.packages("personalized2part")

Install from Github:
library("remotes")
install_github("cran/personalized2part")

Install by package version:
library("remotes")
install_version("personalized2part", "0.0.2")



Attach the package and use:
library("personalized2part")
Maintained by
Jared Huling
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-09-10
Latest Update: 2020-09-10
Description:
Implements the methodology of Huling, Smith, and Chen (2020) , which allows for subgroup identification for semi-continuous outcomes by estimating individualized treatment rules. It uses a two-part modeling framework to handle semi-continuous data by separately modeling the positive part of the outcome and an indicator of whether each outcome is positive, but still results in a single treatment rule. High dimensional data is handled with a cooperative lasso penalty, which encourages the coefficients in the two models to have the same sign.
How to cite:
Jared Huling (2020). personalized2part: Two-Part Estimation of Treatment Rules for Semi-Continuous Data. R package version 0.0.2, https://cran.r-project.org/web/packages/personalized2part. Accessed 06 Oct. 2026.
Previous versions and publish date:
(2026-07-09 06:40), 0.0.1 (2020-09-10 12:00)
Other packages that cited personalized2part R package
View personalized2part citation profile
Other R packages that personalized2part depends, imports, suggests or enhances
Complete documentation for personalized2part
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
gecko  
Geographical Ecology and Conservation Knowledge Online
Includes a collection of geographical analysis functions aimed primarily at ecology and conservation ...
Download / Learn more Package Citations See dependency  
gRim  
Graphical Interaction Models
Provides the following types of models: Models for contingency tables (i.e. log-linear models) Grap ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,906

Publication Badges

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