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L2E  

Robust Structured Regression via the L2 Criterion
View on CRAN: Click here


Download and install L2E package within the R console
Install from CRAN:
install.packages("L2E")

Install from Github:
library("remotes")
install_github("cran/L2E")

Install by package version:
library("remotes")
install_version("L2E", "2.0")



Attach the package and use:
library("L2E")
Maintained by
Jocelyn Chi
[Scholar Profile | Author Map]
First Published: 2022-01-07
Latest Update: 2022-09-08
Description:
An implementation of a computational framework for performing robust structured regression with the L2 criterion from Chi and Chi (2021+). Improvements using the majorization-minimization (MM) principle from Liu, Chi, and Lange (2022+) added in Version 2.0.
How to cite:
Jocelyn Chi (2022). L2E: Robust Structured Regression via the L2 Criterion. R package version 2.0, https://cran.r-project.org/web/packages/L2E. Accessed 29 Apr. 2025.
Previous versions and publish date:
1.0 (2022-01-07 14:32)
Other packages that cited L2E R package
View L2E citation profile
Other R packages that L2E depends, imports, suggests or enhances
Complete documentation for L2E
Functions, R codes and Examples using the L2E R package
Some associated functions: CV_L2E_TF_dist . CV_L2E_TF_lasso . CV_L2E_sparse_dist . CV_L2E_sparse_ncv . L2E . L2E_TF_dist . L2E_TF_lasso . L2E_convex . L2E_isotonic . L2E_multivariate . L2E_sparse_dist . L2E_sparse_ncv . bank . l2e_regression . l2e_regression_MM . l2e_regression_TF_dist . l2e_regression_TF_lasso . l2e_regression_convex . l2e_regression_convex_MM . l2e_regression_isotonic . l2e_regression_isotonic_MM . l2e_regression_sparse_dist . l2e_regression_sparse_ncv . myGetDkn . objective . objective_tau . update_beta_MM_TF . update_beta_MM_convex . update_beta_MM_isotonic . update_beta_MM_ls . update_beta_MM_sparse . update_beta_TF_lasso . update_beta_convex . update_beta_isotonic . update_beta_qr . update_beta_sparse_ncv . update_eta_bktk . update_tau_R . 
Some associated R codes: CV_L2E_TF_dist.R . CV_L2E_TF_lasso.R . CV_L2E_sparse_dist.R . CV_L2E_sparse_ncv.R . L2E-package.R . L2E_TF_dist.R . L2E_TF_lasso.R . L2E_convex.R . L2E_isotonic.R . L2E_multivariate.R . L2E_sparse_dist.R . L2E_sparse_ncv.R . bank.R . l2e_regression.R . l2e_regression_MM.R . l2e_regression_TF_dist.R . l2e_regression_TF_lasso.R . l2e_regression_convex.R . l2e_regression_convex_MM.R . l2e_regression_isotonic.R . l2e_regression_isotonic_MM.R . l2e_regression_sparse_dist.R . l2e_regression_sparse_ncv.R . myGetDkn.R . objectives.R . update_beta_MM_TF.R . update_beta_MM_convex.R . update_beta_MM_isotonic.R . update_beta_MM_ls.R . update_beta_MM_sparse.R . update_beta_TF_lasso.R . update_beta_convex.R . update_beta_isotonic.R . update_beta_qr.R . update_beta_sparse_ncv.R . update_eta_bktk.R . update_tau_R.R .  Full L2E package functions and examples
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