A Generalization of LASSO Modeling via Bayesian Interpretation

The aim of this paper is to introduce a generalized LASSO regression model that is derived using a generalized Laplace (GL) distribution. Five different GL distributions are obtained through the T -R{Y } framework with quantile functions of standard uniform, Weibull, log-logistic, logistic, and extr...

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Bibliographic Details
Main Authors: Gayan Warahena-Liyanage, Felix Famoye, Carl Lee
Format: Article
Language:English
Published: Austrian Statistical Society 2023-07-01
Series:Austrian Journal of Statistics
Online Access:https://www.ajs.or.at/index.php/ajs/article/view/1455