Papers

Articles - Book chapters

Chaouch, M. and Goga, C. (2010). Design-Based estimation for geometric quantiles with application to outlier detection. Computational Statistics & Data Analysis, 54, 10, 2214-2229 .

Cardot, H., Chaouch, M., Goga, C. and Labruère, C. (2010). Properties of Design-Based Functional Principal Components Analysis. Journal of Statistical Planning and Inference, 140, 75-91.

Chaouch, M., Gannoun, A. and Saracco, J. (2009). Estimation de quantiles géométriques conditionnels et non conditionnels (in French). J-SFdS, 150, 2, 1-27.

Cardot, H., Chaouch, M., Goga, C. and C. Labruere (2008). Functional Principal Components Analysis with Survey Data. In Functional and Operatorial Statistics, Dabo-Niang, S. and Ferraty, F. (Eds.), Physica-Verlag, Heidelberg, 95-102.

Under revision papers

Chaouch, M. (2009). Estimation non paramétrique des quantiles géométriques conditionnels sous une hypothèse d'\alpha-mélange (in French). In revision for C. R. Math. Acad. Sci. Paris.

Ph.D. Dissertation

Chaouch, M. (2008). Contibution to the nonparametric geometric quantiles estimation and functional data analysis. Ph.D. dissertation defended at the University of Bourgogne (France) in 05 December 2008.

Work in progress

On the uth geometric conditional quantile estimation with functional covariate.
Bahadur-type representation of uth conditional geometric quantile when covariate is functional.
Functional spatial median estimation with survey data. (with Goga, C).
Conditional geometric quantiles estimation with auxillary information. (with Goga, C.).