Other packages > Find by keyword >

xLLiM  

High Dimensional Locally-Linear Mapping
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("xLLiM", "2.3")



Attach the package and use:
library("xLLiM")
Maintained by
Emeline Perthame
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-12-05
Latest Update: 2023-10-27
Description:
Provides a tool for non linear mapping (non linear regression) using a mixture of regression model and an inverse regression strategy. The methods include the GLLiM model (see Deleforge et al (2015) <doi:10.1007/s11222-014-9461-5>) based on Gaussian mixtures and a robust version of GLLiM, named SLLiM (see Perthame et al (2016) <doi:10.1016/j.jmva.2017.09.009>) based on a mixture of Generalized Student distributions. The methods also include BLLiM (see Devijver et al (2017) <doi:10.48550/arXiv.1701.07899>) which is an extension of GLLiM with a sparse block diagonal structure for large covariance matrices (particularly interesting for transcriptomic data).
How to cite:
Emeline Perthame (2016). xLLiM: High Dimensional Locally-Linear Mapping. R package version 2.3, https://cran.r-project.org/web/packages/xLLiM. Accessed 25 Jun. 2026.
Previous versions and publish date:
1.0 (2016-12-05 22:56), 2.0 (2017-05-16 16:46), 2.1 (2017-05-23 12:43), 2.2.1 (2023-09-11 17:50), 2.2 (2021-01-04 20:30), 2.3 (2023-10-27 12:10)
Other packages that cited xLLiM R package
View xLLiM citation profile
Other R packages that xLLiM depends, imports, suggests or enhances
Complete documentation for xLLiM
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
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  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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