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Research

Professor Jonathan Tawn

Distinguished Professor of Statistics

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  1. 2024
  2. Forthcoming

    Inference for extreme spatial temperature events in a changing climate with application to Ireland

    Healy, D., Tawn, J., Thorne, P. & Parnell, A., 9/02/2024, (Accepted/In press) In: Journal of the Royal Statistical Society: Series C (Applied Statistics).

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. Published

    Modelling non-stationary flood frequency in England andWales using physical covariates

    Faulkner, D. S., Longfield, S., Warren, S. & Tawn, J. A., 1/02/2024, In: Hydrology Research. 55, 2, p. 205-220 16 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. Forthcoming

    Inference for new environmental contours using extreme value analysis

    Simpson, E. & Tawn, J., 23/01/2024, (Accepted/In press) In: Journal of Agricultural, Biological, and Environmental Statistics.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. Published

    Some benefits of standardisation for conditional extremes

    Rohrbeck, C. & Tawn, J., 14/01/2024, In: Stat. 13, 1, e647.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. 2023
  7. Forthcoming

    Modelling non-stationary flood frequency in England and Wales using physical covariates

    Faulkner, D., Longfield, S., Warren, S. & Tawn, J., 21/12/2023, (Accepted/In press) In: Hydrology Research.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  8. E-pub ahead of print

    Temporal evolution of the extreme excursions of multivariate k $$ k $$ th order Markov processes with application to oceanographic data

    Tendijck, S., Tawn, J., Randell, D. & Jonathan, P., 3/12/2023, (E-pub ahead of print) In: Environmetrics.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  9. Published

    Modeling Intransitivity in Pairwise Comparisons with Application to Baseball Data

    Spearing, H., Tawn, J., Irons, D. & Paulden, T., 2/10/2023, In: Journal of Computational and Graphical Statistics. 32, 4, p. 1383-1392 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  10. Published

    Modeling the Extremes of Bivariate Mixture Distributions With Application to Oceanographic Data

    Tendijck, S., Eastoe, E., Tawn, J., Randell, D. & Jonathan, P., 30/06/2023, In: Journal of the American Statistical Association. 118, 542, p. 1373-1384 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  11. Forthcoming

    Accouting for seasonality in extreme sea level estimation

    D'Arcy, E., Tawn, J., Joly, A. & Sifnioti, D., 22/04/2023, (Accepted/In press) In: Annals of Applied Statistics.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  12. Published

    Extremal characteristics of conditional models

    Tendijck, S., Tawn, J. & Jonathan, P., 31/03/2023, In: Extremes. 26, 1, p. 139-156 18 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  13. Published

    Joint Estimation of Extreme Spatially Aggregated Precipitation at Different Scales through Mixture Modelling

    Richards, J., Tawn, J. & Brown, S., 31/03/2023, In: Spatial Statistics. 53, 21 p., 100725.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  14. E-pub ahead of print

    Modelling intransitivity in pairwise comparisons with application to baseball data

    Spearing, H., Tawn, J., Irons, D. & Paulden, T., 23/03/2023, (E-pub ahead of print) In: Journal of Computational and Graphical Statistics. 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  15. 2022
  16. Published

    MODELLING EXTREMES OF SPATIAL AGGREGATES OF PRECIPITATION USING CONDITIONAL METHODS

    Richards, J., Tawn, J. & Brown, S., 31/12/2022, In: Annals of Applied Statistics. 16, 4, p. 2693-2713 21 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  17. Published

    On the Tail Behaviour of Aggregated Random Variables

    Richards, J. & Tawn, J., 30/11/2022, In: Journal of Multivariate Analysis. 192, 16 p., 105065.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  18. E-pub ahead of print

    Limit theory and robust evaluation methods for the extremal properties of GARCH(p, q) processes

    Laurini, F., Fearnhead, P. & Tawn, J., 1/11/2022, (E-pub ahead of print) In: Statistics and Computing. 32, 6

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  19. Published

    Accounting for Climate Change in Extreme Sea Level Estimation

    D'Arcy, E., Tawn, J. & Sifnioti, D., 21/09/2022, In: Water.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  20. E-pub ahead of print

    Higher-dimensional spatial extremes via single-site conditioning

    Wadsworth, J. & Tawn, J., 30/06/2022, (E-pub ahead of print) In: Spatial Statistics. 51, 31 p., 100677.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  21. 2021
  22. Published

    Sub-asymptotic motivation for new conditional multivariate extreme models

    Lugrin, T., Tawn, J. & Davison, A., 31/12/2021, In: Stat. 10, 1, e401.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  23. Published

    A geometric investigation into the tail dependence of vine copulas

    Simpson, E., Wadsworth, J. & Tawn, J., 1/07/2021, In: Journal of Multivariate Analysis. 184, 21 p., 104736.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  24. Published

    Basin-wide spatial conditional extremes for severe ocean storms

    Shooter, R., Tawn, J., Ross, E. & Jonathan, P., 30/06/2021, In: Extremes. 24, 2, p. 241-265 25 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  25. Published

    Bayesian spatial clustering of extremal behaviour for hydrological variables

    Rohrbeck, C. & Tawn, J., 31/03/2021, In: Journal of Computational and Graphical Statistics. 30, 1, p. 91-105 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  26. Published

    Ranking, and other properties, of elite swimmers using extreme value theory

    Spearing, H., Tawn, J., Paulden, T., Irons, D. & Bennett, G., 1/01/2021, In: Journal of the Royal Statistical Society: Series A Statistics in Society. 184, 1, p. 368-395 28 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  27. 2020
  28. Published

    Determining the dependence structure of multivariate extremes

    Simpson, E., Wadsworth, J. & Tawn, J., 1/09/2020, In: Biometrika. 107, 3, p. 513-532 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  29. Published

    Inference for extreme values under threshold-based stopping rules

    Barlow, A., Sherlock, C. & Tawn, J., 1/08/2020, In: Journal of the Royal Statistical Society: Series C (Applied Statistics). 69, 4, p. 765-789 25 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  30. E-pub ahead of print

    Bayesian Spatial Clustering of Extremal Behavior for Hydrological Variables

    Rohrbeck, C. & Tawn, J. A., 9/07/2020, (E-pub ahead of print) In: Journal of Computational and Graphical Statistics.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

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