Other packages > Find by keyword >

MTE  

Maximum Tangent Likelihood Estimation for Robust Linear Regression and Variable Selection
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("MTE", "1.2.1")



Attach the package and use:
library("MTE")
Maintained by
Shaobo Li
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-08-29
Latest Update: 2025-05-01
Description:
Several robust estimators for linear regression and variable selection are provided. Included are Maximum tangent likelihood estimator by Qin, et al., (2017) , least absolute deviance estimator and Huber regression. The penalized version of each of these estimator incorporates L1 penalty function, i.e., LASSO and Adaptive Lasso. They are able to produce consistent estimates for both fixed and high-dimensional settings.
How to cite:
Shaobo Li (2017). MTE: Maximum Tangent Likelihood Estimation for Robust Linear Regression and Variable Selection. R package version 1.2.1, https://cran.r-project.org/web/packages/MTE. Accessed 04 Jun. 2026.
Previous versions and publish date:
1.0.0 (2017-08-29 14:18), 1.0.1 (2021-05-11 11:12), 1.0.2 (2022-03-22 19:20), 1.2 (2023-04-11 11:20)
Other packages that cited MTE R package
View MTE citation profile
Other R packages that MTE depends, imports, suggests or enhances
Complete documentation for MTE
Functions, R codes and Examples using the MTE R package
Some associated functions: LAD . LADlasso . MTE . MTElasso . huber.lasso . huber.reg . huberloss . 
Some associated R codes: Huber.R . LAD.R . MTE.R .  Full MTE package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
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  
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  
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  
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  
shinybusy  
Busy Indicators and Notifications for 'Shiny' Applications
Add indicators (spinner, progress bar, gif) in your 'shiny' applications to show the user that the ...
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