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 26 Oct. 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), (2026-07-09 08:09)
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

LSDsensitivity  
Sensitivity Analysis Tools for 'LSD' Simulations
Tools for sensitivity analysis of LSD simulation models. Reads object-oriented data produced by LSD ...
Download / Learn more Package Citations See dependency  
rts2  
Log-Gaussian Cox Process Models with Approximations
Supports modelling real-time case data to facilitate the real-time surveillance of infectious disea ...
Download / Learn more Package Citations See dependency  
SADEG  
Stability Analysis in Differentially Expressed Genes
We analyzed the nucleotide composition of genes with a special emphasis on stability of DNA sequence ...
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  
MARSS  
Multivariate Autoregressive State-Space Modeling
The MARSS package provides maximum-likelihood parameter estimation for constrained and unconstraine ...
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