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Mathematics and Statistics
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Dr. Mohamed Belalia

B.Sc. (Morocco), M.Sc. (UMPC France), Ph.D. (Sherbrooke)
Assistant Professor

9-105 LT
Ext. 3020
eMail: Mohamed.Belalia@uwindsor.ca

Areas of Research

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

Research Interests

(coming soon ...)

Recent Publications

  1. Belalia, M. (2016). On the asymptotic properties of the Bernstein estimator of the multivariate distribution function. Statistics & Probability Letters,110:249–256, 2016. 
  2. Belalia, M., Bouezmarni, T., and Leblanc, A. (2017). Conditional distribution estimators using Bernstein polynomials. Computational Statistics and Data Analysis 111(2017), 166-182.
  3. 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.
  4. Belalia, M., Bouezmarni, T., and Leblanc, A. (2018). Bernstein Conditional Density Estimation with Application to Conditional Distribution and Regression Functions. Under review.
  5. Mesfiuoi, M., Bouezmarni, T. and Belalia, M. Copula-based Link functions in binary or multinomial regression models. Submitted.
Talks given at conferences or Seminars
  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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