Dr Boris Jean Eudes Beranger
Lecturer

Dr Boris Jean Eudes Beranger

  • PhD in  Statistics (Université  Pierre and Marie Curie, Paris 6, France and University of New South Wales, Sydney, Australia, 2016)
  • MSc in Mathematics (Université  Pierre and Marie Curie, Paris 6, 2011)
Science
Sch of Mathematics & Statistic

My research is in theoretical and computational statistics. In particular, I am interested in Extreme Value Theory (EVT) with applications to extreme environmental events (floods, heat waves, air pollution, ...). I am also interested in Symbolic Data Analysis, an emerging field of statistics which aims at analysing data which arise (or are transformed) in a non-standard form.

For more information, please visit my personal webpage.

 

Phone
9385 7083
Location
School of Mathematics and Statistics UNSW AUSTRALIA SYDNEY NSW 2052 The Red Centre Room 4103

Publications

  • Book Chapters | 2016
    Dr Boris Jean Eudes Beranger
    Dey D; Yan J; Beranger B; Padoan S, 2016, 'Extreme Dependence Models', in Extreme Value Modeling and Risk Analysis, pp. 325 - 352, http://dx.doi.org/10.1201/b19721-17
  • Journal articles | 2021
    Dr Boris Jean Eudes Beranger
    Beranger B; Padoan SA; Sisson SA, 2021, 'Estimation and uncertainty quantification for extreme quantile regions', Extremes, vol. 24, pp. 349 - 375, http://dx.doi.org/10.1007/s10687-019-00364-0
    Journal articles | 2021
    Dr Boris Jean Eudes Beranger
    Whitaker T; Beranger B; Sisson SA, 2021, 'Logistic Regression Models for Aggregated Data', Journal of Computational and Graphical Statistics, pp. 1 - 19, http://dx.doi.org/10.1080/10618600.2021.1895816
    Journal articles | 2021
    Dr Boris Jean Eudes Beranger
    Beranger B; Padoan SA; Sisson SA, 2021, 'Correction to: Estimation and uncertainty quantification for extreme quantile regions (Extremes, (2021), 24, 2, (349-375), 10.1007/s10687-019-00364-0)', Extremes, vol. 24, pp. 377 - 378, http://dx.doi.org/10.1007/s10687-021-00408-4
    Journal articles | 2020
    Dr Boris Jean Eudes Beranger
    Zhang X; Beranger B; Sisson SA, 2020, 'Constructing likelihood functions for interval-valued random variables', Scandinavian Journal of Statistics, vol. 47, pp. 1 - 35, http://dx.doi.org/10.1111/sjos.12395
    Journal articles | 2020
    Dr Boris Jean Eudes Beranger
    Whitaker T; Beranger B; Sisson SA, 2020, 'Composite likelihood methods for histogram-valued random variables', Statistics and Computing, vol. 30, pp. 1459 - 1477, http://dx.doi.org/10.1007/s11222-020-09955-5
    Journal articles | 2020
    Dr Boris Jean Eudes Beranger
    Beranger B; Stephenson AG; Sisson SA, 2020, 'High-dimensional inference using the extremal skew-t process', Extremes, http://dx.doi.org/10.1007/s10687-020-00376-1
    Journal articles | 2019
    Dr Boris Jean Eudes Beranger
    Beranger B; Padoan SA; Xu Y; Sisson SA, 2019, 'Extremal properties of the multivariate extended skew-normal distribution, Part B', Statistics and Probability Letters, vol. 147, pp. 105 - 114, http://dx.doi.org/10.1016/j.spl.2018.11.031
    Journal articles | 2019
    Dr Boris Jean Eudes Beranger
    Beranger B; Padoan SA; Xu Y; Sisson SA, 2019, 'Extremal properties of the univariate extended skew-normal distribution, Part A', Statistics and Probability Letters, vol. 147, pp. 73 - 82, http://dx.doi.org/10.1016/j.spl.2018.09.018
    Journal articles | 2019
    Dr Boris Jean Eudes Beranger
    Béranger B; Duong T; Perkins-Kirkpatrick SE; Sisson SA, 2019, 'Tail density estimation for exploratory data analysis using kernel methods', Journal of Nonparametric Statistics, vol. 31, pp. 144 - 174, http://dx.doi.org/10.1080/10485252.2018.1537442
    Journal articles | 2017
    Dr Boris Jean Eudes Beranger
    Beranger B; Padoan SA; Sisson SA, 2017, 'Models for Extremal Dependence Derived from Skew-symmetric Families', Scandinavian Journal of Statistics, vol. 44, pp. 21 - 45, http://dx.doi.org/10.1111/sjos.12240
    Journal articles | 2016
    Dr Boris Jean Eudes Beranger
    Beranger B; Padoan S, 2016, 'Extreme dependence models', , pp. 325 - 352
    Journal articles |
    Dr Boris Jean Eudes Beranger
    Beranger B; Lin H; Sisson SA, 'New models for symbolic data analysis', , http://arxiv.org/abs/1809.03659v2
    Journal articles |
    Dr Boris Jean Eudes Beranger
    Rahman PA; Beranger B; Roughan M; Sisson SA, 'Likelihood-based inference for modelling packet transit from thinned flow summaries', , http://arxiv.org/abs/2008.13424v1

Awards

  • 2014: J.B. Douglas Award, Statistical Society of Australia, NSW Branch, Excellence in Postgraduate Research

Grants

  • 2018-19: ACEMS Research Support Scheme (RSS), $7600

Media