Publications (Referred)

Preprints

- K. Khadraoui and Pierre Ribereau (2017). Bayesian M-splines modeling for bivariate extremes spectral measure. Submitted.

- K. Khadraoui and Ahmed Sid-Ali (2017). System of interacting particles for random social networks with community detection. Submitted.

- K. Khadraoui and Ahmed Sid-Ali (2017). Monte Carlo interacting particles algorithm for random social networks. Submitted.

Publications

- K. Khadraoui. Nonparametric adaptive Bayesian regression using priors with tractable normalizing constants and under qualitative assumptions. International Journal of Approximate Reasoning (2017), Volume 80, Pages 257–276 (Special Issue on Bayesian nonparametrics).

- K. Khadraoui. A smoothing stochastic simulated annealing method for localized shapes approximation. Journal of Mathematical Analysis and Applications (2017), Volume 446, Issue 1, Pages 1018–1029.

- R. Samb, K. Khadraoui, P. Belleau, A. Deschênes, L. Lakhal and A. Droit. Using informative Multinomial-Dirichlet prior in a t-mixture with reversible jump estimation of nucleosome positions for genome-wide profiling. Statistical Applications in Genetics and Molecular Biology (2015) Volume 14, Issue 6, Pages 517--532 Package R

- Christophe Abraham and Khader Khadraoui. Bayesian regression with B-splines under combinations of shape constraints and smoothness properties . Statistica Neerlandica (2015). Vol. 69, nr. 2, pp. 150–170

- K. Khadraoui. Nonparametric Bayesian regression under combinations of local shape constraints . Springer Proceedings in Mathematics and Statistics. Volume 118, pp 135-147 (2015).

- K. Khadraoui. A simple Markovian individual based model as a means of understanding forest dynamics . Mathematics and Computer in Simulation. 107: pp. 1-23 (2015).

- K. Khadraoui. Computational modeling for forest dynamics with Markov model individual-centered . Symposcience (2010). http://prodinra.inra.fr/record/194248

- K. Khadraoui. Bayesian regression under shape and smoothness constraints. PhD Thesis. University of Montpellier, France.

- K. Khadraoui. A simple Markov individual centered model for forest dynamics. Master's Thesis. University of Montpellier, France.

Conferences and presentations

- Eighth International Workshop on Applied Probability (IWAP), Toronto, Canada, June 2016.

- Statistics Seminar of McGill University, Montreal, Canada, November 2014.

- Annual meeting of the Canadian Society of Statistic, Toronto, Canada, May 2014.

- Statistic Seminar of Université de Sherbrooke, Sherbrooke, Canada, April 2014.

- 12th Brazilian Meeting on Bayesian Statistics, Atibaia – Sao Paolo, Brazil, February 2014.

- Statistics Seminar of Laval University, Québec, Canada, Juin 2012.

- 43rd Days of Statistics of SDFS, Bruxelles, Belgium, May 2012

- Working Group on Statistics and Biostatistics, Institut Elie Cartan, Nancy, France, April 2012.

- Statistics Seminar, AgroParisTech, Paris, France, March 2012.

- Probabilities and Statistics Seminar, Institut Camille Jordan (Claude Bernard University, Lyon 1), France, February 2012.

- Seminar of SAF Laboratory, Institute of Financial Science and Insurance, Lyon, France, October 2011.

- Fourth Meeting of Young Statisticians, Aussois, France, September 2011.

- Seminar of Probability and Statistics, Institute of Mathematics and Modeling, Montpellier, France, June 2011.

- Working Group: Analysis of Functional Data, Institute of Mathematics and Modelling of Montpellier, Montpellier, France, May 2011.

- 43rd Days of Statistics of SDFS, Tunis, Tunisia, May 2011.

- Meeting OSIDEAL 2010, Montpellier, France, April 2010.

- International Conference on Integrative Landscape Modelling, Montpellier, France, Fevrier 2010.