Discussion of the Diploma Research/ master’s thesis in the College of Computer Science and Mathematics -Department of (   Department of Statistics and Informatics   ) entitled: supervised by  Dr.  Alaa Abdel Sattar Daoud The thesis addressed       . The thesis addressed the use of wavelet analysis to improve penal regression methods and variable selection, focusing on the problem of outliers and errors with heavy-tailed distributions The study addressed     . It touched on a set of theoretical and applied topics (linear regression analysis, outliers and influential observations, heavy-tailed distributions, selection of variables, penal regression methods, wavelet transforms, wavelet downscaling, the proposed methodology, integrating the [Read More]