Other packages > Find by keyword >

JICO  

Joint and Individual Regression
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("JICO", "0.1")



Attach the package and use:
library("JICO")
Maintained by
Peiyao Wang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-05-08
Latest Update: 2025-01-21
Description:
Implements the JICO algorithm [Wang, P., Wang, H., Li, Q., Shen, D., & Liu, Y. (2022). ], which solves the multi-group regression problem. The algorithm decomposes the responses from multiple groups into shared and group-specific components, which are driven by low-rank approximations of joint and individual structures from the covariates respectively. It provides the implementation of the algorithm so solve the iterative continuum regression problem with fixed rank selection, as well as the cross-validation function to perform hyperparameter tuning.
How to cite:
Peiyao Wang (2023). JICO: Joint and Individual Regression. R package version 0.1, https://cran.r-project.org/web/packages/JICO. Accessed 05 Jun. 2026.
Previous versions and publish date:
0.0 (2023-05-08 19:50)
Other packages that cited JICO R package
View JICO citation profile
Other R packages that JICO depends, imports, suggests or enhances
Complete documentation for JICO
Functions, R codes and Examples using the JICO R package
Full JICO package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  
msm  
Multi-State Markov and Hidden Markov Models in Continuous Time
Functions for fitting continuous-time Markov and hidden Markov multi-state models to longitudinal d ...
Download / Learn more Package Citations See dependency  
crossurr  
Cross-Fitting for Doubly Robust Evaluation of High-Dimensional Surrogate Markers
Doubly robust methods for evaluating surrogate markers as outlined in: Agniel D, Hejblum BP, Thiebau ...
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  
ibb  
R Wrapper for Istanbul Municipality Open Data Portal
Call wrappers for Istanbul Metropolitan Municipality's Open Data Portal (Turkish: Istanbul B ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

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