Other packages > Find by keyword >

iSFun  

Integrative Dimension Reduction Analysis for Multi-Source Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("iSFun", "1.1.0")



Attach the package and use:
library("iSFun")
Maintained by
Rui Ren
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-10-04
Latest Update: 2022-01-03
Description:
The implement of integrative analysis methods based on a two-part penalization, which realizes dimension reduction analysis and mining the heterogeneity and association of multiple studies with compatible designs. The software package provides the integrative analysis methods including integrative sparse principal component analysis (Fang et al., 2018), integrative sparse partial least squares (Liang et al., 2021) and integrative sparse canonical correlation analysis, as well as corresponding individual analysis and meta-analysis versions. References: (1) Fang, K., Fan, X., Zhang, Q., and Ma, S. (2018). Integrative sparse principal component analysis. Journal of Multivariate Analysis, . (2) Liang, W., Ma, S., Zhang, Q., and Zhu, T. (2021). Integrative sparse partial least squares. Statistics in Medicine, .
How to cite:
Rui Ren (2021). iSFun: Integrative Dimension Reduction Analysis for Multi-Source Data. R package version 1.1.0, https://cran.r-project.org/web/packages/iSFun. Accessed 28 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:48), 0.1.0 (2021-10-04 10:30)
Other packages that cited iSFun R package
View iSFun citation profile
Other R packages that iSFun depends, imports, suggests or enhances
Complete documentation for iSFun
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  
survivalMPLdc  
Penalised Likelihood for Survival Analysis with Dependent Censoring
Fitting Cox proportional hazard model under dependent right censoring using copula and maximum penal ...
Download / Learn more Package Citations See dependency  
spatialCovariance  
Computation of Spatial Covariance Matrices for Data on Rectangles
Functions that compute the spatial covariance matrix for the matern and power classes of spatial mod ...
Download / Learn more Package Citations See dependency  
NPflow  
Bayesian Nonparametrics for Automatic Gating of Flow-Cytometry Data
Dirichlet process mixture of multivariate normal, skew normal or skew t-distributions modeling orie ...
Download / Learn more Package Citations See dependency  
shinyFeedback  
Display User Feedback in Shiny Apps
Easily display user feedback in Shiny apps. ...
Download / Learn more Package Citations See dependency  
RGIFT  
Create Quizzes in GIFT Format
Implementation of some functions to create quizzes in the GIFT format. This format is used by sever ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

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