Other packages > Find by keyword >

ILSE  

Linear Regression Based on 'ILSE' for Missing Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ILSE", "1.1.7")



Attach the package and use:
library("ILSE")
Maintained by
Wei Liu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-01-07
Latest Update: 2022-01-31
Description:
Linear regression when covariates include missing values by embedding the correlation information between covariates. Especially for block missing data, it works well. 'ILSE' conducts imputation and regression simultaneously and iteratively. More details can be referred to Huazhen Lin, Wei Liu and Wei Lan. (2021) .
How to cite:
Wei Liu (2022). ILSE: Linear Regression Based on 'ILSE' for Missing Data. R package version 1.1.7, https://cran.r-project.org/web/packages/ILSE. Accessed 28 Oct. 2026.
Previous versions and publish date:
1.1.6 (2022-01-07 14:22), 1.1.7 (2022-01-31 04:10), (2026-07-09 08:07)
Other packages that cited ILSE R package
View ILSE citation profile
Other R packages that ILSE depends, imports, suggests or enhances
Complete documentation for ILSE
Functions, R codes and Examples using the ILSE R package
Some associated functions: Coef . cor.mat . cov.mat . fimlreg . ilse . kern . nhanes . print . summary . 
Some associated R codes: RcppExports.R . bootstrap.R . clse.R . cor.mat.R . cov.mat.R . fimlreg.R . global.R . indx.comp.R . kern.R . kern.est.R . summary.R . zzz.R .  Full ILSE package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

ncdf4  
Interface to Unidata netCDF (Version 4 or Earlier) Format Data Files
Provides a high-level R interface to data files written using Unidata's netCDF library (version 4 or ...
Download / Learn more Package Citations See dependency  
NPHazardRate  
Nonparametric Hazard Rate Estimation
Provides functions and examples for histogram, kernel (classical, variable bandwidth and transformat ...
Download / Learn more Package Citations See dependency  
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  
cats  
Cohort Platform Trial Simulation
Cohort plAtform Trial Simulation whereby every cohort consists of two arms, control and experimenta ...
Download / Learn more Package Citations See dependency  
msamp  
Estimate Sample Size to Detect Bacterial Contamination in a Product Lot
Estimates the sample size needed to detect microbial contamination in a lot with a user-specified d ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

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