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Published and Preprints

  1. Papastathopoulos, I., De Monte, L., Campbell and R., Rue, H., M. (2023). Statistical inference for radially-stable
    generalized Pareto distributions and return level-sets in geometric extremes     arXiv



  2. Papastathopoulos, I., Auld, G., Lindgren, F., Gerlei, K. and Nolan, M. (2023). Bayesian inference of
    grid cell firing patterns using Poisson point process models with latent oscillatory Gaussian random fields     arXiv



  3. Auld, G. and Papastathopoulos, I. (2023). Time series conditional extremes arXiv



  4. Casey, A. and Papastathopoulos, I. (2023). Decomposable tail graphical models arXiv



  5. Papastathopoulos, I., Casey, A. and Tawn, A. J. (2023). Hidden tail chains and recurrence equations
    for dependence parameters associated with extremes of higher-order Markov chains     arXiv



  6. Auld, G., Hegerl, C. H., and Papastathopoulos, I. (2022). Changes in the distribution of observed
    annual maximum temperatures in Europe
    Advances in Statistical Climatology, Meteorology and Oceanography (to appear). arXiv



  7. Auld, G. and Papastathopoulos, I. (2021). Extremal clustering in non-stationary random sequences
    Extremes arXiv



  8. Gerlei, K., Passlack, J., Hawkes. I., Vandrey, B., Steven, H., Papastathopoulos, I. and Nolan M. F. (2020).
    Grid cells encode local head direction.
    Nature Communications. bioRxiv



  9. Pastoll, H., Garden, G., Papastathopoulos, I., Sürmeli, G. and Nolan, M. F. (2019). Inter-and intra-animal variation
    of integrative properties of stellate cells in the medial entorhinal cortex.
    e-Life. bioarXiv

  10. Papastathopoulos I., Strokorb K., Tawn A. J. and Butler A. (2017). Extreme events of Markov chains.
    Advances in Applied Probability. arXiv



  11. Papastathopoulos I. and Tawn A. J., (2016). Conditioned limit laws for inverted max-stable processes.
    Journal of Multivariate Analysis. pdf, arXiv



  12. Papastathopoulos I. (2016). Conditional independence and conditioned limit laws.
    Statistics and Probability Letters pdf, arXiv


  13. Papastathopoulos I. and Strokorb K., (2016). Conditional independence among max-stable laws.
    Statistics and Probability Letters. pdf, arXiv


  14. Papastathopoulos I. and Southworth H., (2015). The analysis of safety data from clinical trials.
    In Extreme Value Modeling and Risk Analysis: Methods and Applications. book


  15. Papastathopoulos I. and Tawn A. J., (2015). Stochastic ordering under conditional modelling of extreme values:
    drug-induced liver injury.
    Journal of Royal Statistical Society Series C. pdf, arXiv


  16. Papastathopoulos I. and Tawn A. J., (2014). Dependence properties of multivariate max-stable distributions.
    Journal of Multivariate Analysis. pdf, arXiv


  17. Keef C., Papastathopoulos I. and Tawn A. J., (2013). Estimation of the conditional distribution of a multivariate
    variable given that one of its components is large: additional constraints for the Heffernan and Tawn model.
    Journal of Multivariate Analysis. pdf


  18. Papastathopoulos I. and Tawn A. J., (2013). A generalised Student's t-distribution.
    Statistics and Probability Letters. pdf


  19. Papastathopoulos I. and Tawn A. J., (2013). Extended generalised Pareto models for tail estimation.
    Journal of Statistical Planning and Inference. pdf, arXiv


  20. Papastathopoulos I., (2013). Statistical Models for Pharmaceutical Extremes.
    PhD Thesis, Lancaster University.

Conference proceedings and Technical reports

  1. Kasin, J. A. and Papastathopoulos, I. (2020). A spatial Poisson hurdle model with application to wildfires arXiv



  2. Caballes, A., Bochkina, N., Claus-Dieter, M and Papastathopoulos I., (2018). Testing for equal correlation
    matrices with application to paired gene expression data. arXiv



  3. Papastathopoulos I. and Tawn A. J., (2013). Graphical structures in extreme multivariate events.
    Sco2013. pdf