Publications

Livre:

M. ATTOUCH, A. LAKSACI. Probabilités : Exercices corrigés, (2009) Diffusion : Bibliothèques de l´université Djillali Liabès de Sidi Bel Abbès.

M. ATTOUCH, A. LAKSACI, E. OULD-SAÏD. Estimation non paramétrique robuste de la fonction de régression. Variables fonctionnelles. EditionsUniversitaires Européennes, 2010. ISBN: 978-613-1-50678-9.

Articles:

1) M. ATTOUCH, A. LAKSACI, E. SAÏD. Asymptotic normality of robust nonparametric estimator for functional dependent data. In Functional and operatorial statistics, Springer verlag, 31-34, 2008.

2) M.K. ATTOUCH, A. LAKSACI, E. OULD-SAÏD. Asymptotic distribution of robust estimator for functional nonparametricmodels. Comm. Statist. Theory andMethods, volume 38, issue 8, 1317-1335, 2009.

3) M.K. ATTOUCH, A. LAKSACI, E. OULD-SAÏD. Asymptotic normality of a robust estimator of the regression function for functional time series. Korean Journal of Statictics, 39, 489- 500, 2010.

4) M.K. ATTOUCH, A. GHERIBALLAH, A. LAKSACI. Robust nonparametric estimation for functional spatial regression. Second International Workshop on Functional and Operatorial Statistics. Springer verlag, 2011.

5) M.K. ATTOUCH, A. LAKSACI, A. GHERIBALLAH. Convergence presque complète d´un estimateur robuste de la fonction de régression pour des variables fonctionnelles et spatialement dépendantes. Pub. Inst. Stat. Univ. Paris, 56, 3-16, 2012.

6) M.K. ATTOUCH, A. LAKSACI, B. CHOUAF. Nonparametric M-estimation for spatial data. Communication of the Korean Statistical Society, 19, 1-19, 2012.

7) M.K. ATTOUCH, Z. CHIKR EL MEZOUAR, M. GABR. Linear Regression with Bilinear Time Series Errors. PanAmerican Mathematical Journal, 1, 1-13, 2012.

8) M.K. ATTOUCH, T. BENCHIKH. Asymptotic distribution of robust k-nearest neighbour for functional nonparametricmodels.Matematicki Vesnik , 64, 275-285, 2012.

9) Z. CHIKR EL MEZOUAR, M.K. ATTOUCH. Using Iterative linear regression model to time seriesmodels. Electronic Journal of Applied Statistical Analysis, EJASA,N°2, Vol 5, 137-150, 2012.

11) M. ATTOUCH, A. LAKSACI AND E. OULD-SAID. Strong uniformconvergence rate of a robust estimator of the regression function for functional and dependent processes, Journal of the japan statistical society, (accepted).