Mathematics Behind Some Regression Models

Document Type : Review articles


The Laboratory of Mathematical Modelling and Numeric in Engineering Sciences, National Engineering School of Tunis, University of Tunis El Manar, Rue Béchir Salem Belkhiria Campus Universitaire, B.P. 37, 1002 Tunis Belvédère, Tunisia



In this work, some regression models are reviewed and the relationship between Bayesian regression and regularized regression models is studied. The computation of Bayesian posterior distribution for regression and classification problems is well-detailed.


Articles in Press, Accepted Manuscript
Available Online from 08 September 2023
  • Receive Date: 07 December 2020
  • Accept Date: 12 April 2021