A coordinate descent algorithm for computing penalized smooth quantile regression A Mkhadri, M Ouhourane, K Oualkacha Statistics and Computing 27, 865-883, 2017 | 11 | 2017 |
A group VISA algorithm for variable selection A Mkhadri, M Ouhourane Statistical Methods & Applications 24 (1), 41-60, 2015 | 9 | 2015 |
An extended variable inclusion and shrinkage algorithm for correlated variables A Mkhadri, M Ouhourane Computational statistics & data analysis 57 (1), 631-644, 2013 | 9 | 2013 |
A smoothed EM-algorithm for DNA methylation profiles from sequencing-based methods in cell lines or for a single cell type L Lakhal-Chaieb, CMT Greenwood, M Ouhourane, K Zhao, B Abdous, ... Statistical applications in genetics and molecular biology 16 (5-6), 313-331, 2017 | 6 | 2017 |
Group penalized quantile regression M Ouhourane, Y Yang, AL Benedet, K Oualkacha Statistical Methods & Applications, 1-35, 2022 | 4 | 2022 |
LA RÉGRESSION ASYMÉTRIQUE QUANTILE ET EXPECTILE EN GRANDE DIMENSION ET LA SÉLECTION DE VPAR GROUPES, M OUHOURANE | | 2023 |
La régression asymétrique quantile et expectile en grande dimension et la sélection de variables par groupes M Ouhourane Université du Québec à Montréal, 2023 | | 2023 |
Block-wise Descent Algorithms for Group Variable-Selection in Quantile Regression K Oualkacha, M Ouhourane, Y Yang, CMT Greenwood GENETIC EPIDEMIOLOGY 41 (7), 700-700, 2017 | | 2017 |