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 04 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

phers  
Calculate Phenotype Risk Scores
Use phenotype risk scores based on linked clinical and genetic data to study Mendelian disease and ...
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  
murphydiagram  
Murphy Diagrams for Forecast Comparisons
Data and code for the paper by Ehm, Gneiting, Jordan and Krueger ('Of Quantiles and Expectiles: Con ...
Download / Learn more Package Citations See dependency  
AMPLE  
Shiny Apps to Support Capacity Building on Harvest Control Rules
Three Shiny apps are provided that introduce Harvest Control Rules (HCR) for fisheries management. ...
Download / Learn more Package Citations See dependency  
golem  
A Framework for Robust Shiny Applications
An opinionated framework for building a production-ready 'Shiny' application. This package contains ...
Download / Learn more Package Citations See dependency  
crplyr  
A 'dplyr' Interface for Crunch
In order to facilitate analysis of datasets hosted on the Crunch data platform ...
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