Faculty - Dr. Mohamed Belalia

 

Research Interests

• Copula: Estimation and applications in high dimension,
• Semi and nonparametric statistics,
• Independence and conditional independence tests,
• Asymptotic statistics,
• Statistical genetics and big data analytics.

Recent Publications

• Belalia, M. (2016). On the asymptotic properties of the Bernstein estimator of the multivariate distribution function. Statistics & Probability Letters,110:249–256, 2016. 

• Belalia, M., Bouezmarni, T., and Leblanc, A. (2017). Conditional distribution estimators using Bernstein polynomials. Computational Statistics and Data Analysis 111(2017), 166-182.

• Belalia, M., Bouezmarni, T., Camirand, L., F., and Taamouti, A. (2017) Testing Independence Based on Bernstein Empirical Copula and Copula Density. Journal of Nonparametric Statistics. 29 (2017). Issue 2. http://dx.doi.org/10.1080/10485252.2017.1303063.

• Belalia, M., Bouezmarni, T., and Leblanc, A. (2018). Bernstein Conditional Density Estimation with Application to Conditional Distribution and Regression Functions. Under review.

• Mesfiuoi, M., Bouezmarni, T. and Belalia, M. Copula-based Link functions in binary or multinomial regression models. Submitted.

Talks

1. January 2018: Seminar of statistics, Department of Mathematics, Université du Québec à Montréal, Montréal, Canada.
2. January 2018: Seminar of statistics, Department of Mathematics, Université de Sherbrooke, Sherbrooke, Canada.
3. June 2017: Meeting of the Statistical Society of Canada (SSC),Winnipeg, Manitoba, Canada.
4. June 2015: Meeting of the Statistical Society of Canada (SSC), Halifax, Canada.
5. February 2015: Seminar of statistics, Department of Mathematics,Université de Sherbrooke, Sherbrooke, Canada.
6. December 2014: CRM-CANSSI Workshop on New Horizons in Copula Modelling, Montréal, Canada.
7. May 2014: Meeting of the Statistical Society of Canada (SSC), Toronto, Canada.
   
    

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