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.