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", "0.0.1")



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 0.0.1, https://cran.r-project.org/web/packages/personalized2part. Accessed 29 Jan. 2025.
Previous versions and publish date:
No previous versions
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

InSilicoVA  
Probabilistic Verbal Autopsy Coding with 'InSilicoVA' Algorithm
Computes individual causes of death and population cause-specific mortality fractions using the 'InS ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
lassoshooting  
L1 Regularized Regression (Lasso) Solver using the Cyclic Coordinate Descent Algorithm aka Lasso Shooting
L1 regularized regression (Lasso) solver using the Cyclic Coordinate Descent algorithm aka Lasso Sh ...
Download / Learn more Package Citations See dependency  
munfold  
Metric Unfolding
Multidimensional unfolding using Schoenemann's algorithm for metric and Procrustes rotation of unfo ...
Download / Learn more Package Citations See dependency  
rstac  
Client Library for SpatioTemporal Asset Catalog
Provides functions to access, search and download spacetime earth observation data via SpatioTempor ...
Download / Learn more Package Citations See dependency  

23,580

R Packages

204,057

Dependencies

63,980

Author Associations

23,581

Publication Badges

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