Publications

B. Beranger, A.G. Stephenson, S.A. Sisson (2021). High-dimensional inference using the extremal skew-t process. In Extremes.

B. Beranger, S.A. Padoan, S.A. Sisson (2021). Estimation and uncertainty quantification for extreme quantile regions. In Extremes.

Preprint Code DOI

T. Whitaker, B. Beranger, S.A. Sisson (2021). Logistic regression models for aggregated data. In Journal of Computational and Graphical Statistics.

Preprint Code DOI

Prosha A. Rahman, B. Beranger, M. Roughan, S.A. Sisson (2020). Likelihood-based inference for modelling packet transit from thinned flow summaries. Submitted.

T. Whitaker, B. Beranger, S.A. Sisson (2020). Composite likelihood methods for histogram-valued random variables. In Statistics and Computing.

X. Zhang, B. Beranger, S.A. Sisson (2020). Constructing likelihood functions for interval-valued random variables. In Scandinavian Journal of Statistics.

B. Beranger, H. Lin, S.A. Sisson (2019). New models for symbolic data analysis. Submitted.

Preprint Code DOI

B. Beranger, T. Duong, S.E. Perkins-Kirkpatrick, S.A. Sisson (2019). Tail density estimation for exploratory data analysis using kernel methods. In Journal of Nonparametric Statistics.

B. Beranger, S.A. Padoan, Y. Xu, S.A. Sisson (2019). Extremal properties of the univariate extended skew-normal distribution, Part A. In Statistics and Probability Letters.

B. Beranger, S.A. Padoan, Y. Xu, S.A. Sisson (2019). Extremal properties of the multivariate extended skew-normal distribution, Part B. In Statistics and Probability Letters.

B. Beranger, S.A. Padoan, S.A. Sisson (2017). Models for Extremal Dependence Derived from Skew-symmetric Families. In Scandinavian Journal of Statistics.

B. Beranger, S. A. Padoan (2015). Extreme Dependence Models. In Extreme Value Modelling and Risk Analysis: Methods and Applications. Eds. D. Dey and J. Yan. Chapman & Hall/CRC Press.