Emma Eastoe - Publications & Outputs - Research Portal

Dr Emma Eastoe

Senior Lecturer in Statistics

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2024
Forthcoming
Improving estimation for asymptotically independent bivariate extremes via global estimators for the angular dependence function
Murphy-Barltrop, C., Wadsworth, J. & Eastoe, E., 13/07/2024, (Accepted/In press) In: Extremes.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Forthcoming
Degree distributions in networks: beyond the power law
Lee, C., Eastoe, E. & Farrell, A., 8/07/2024, (Accepted/In press) In: Statistica Neerlandica.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
2023
Published
The importance of context in extreme value analysis with application to extreme temperatures in the U.S. and Greenland
Clarkson, D., Eastoe, E. & Leeson, A., 2/09/2023, In: Journal of the Royal Statistical Society: Series C (Applied Statistics). 72, 4, p. 829-843 15 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
New estimation methods for extremal bivariate return curves
Murphy-Barltrop, C., Wadsworth, J. & Eastoe, E., 31/08/2023, In: Environmetrics. 34, 5, e2797.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
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
2022
Published
Melt probabilities and surface temperature trends on the Greenland ice sheet using a Gaussian mixture model
Clarkson, D., Eastoe, E. & Leeson, A., 4/05/2022, In: The Cryosphere. 16, 5, p. 1597-1607 11 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A Temperature Dependent Extreme Value Analysis of UK Surface Ozone, 1980 – 2019
Gouldsbrough, L., Hossaini, R., Eastoe, E. & Young, P., 15/03/2022, In: Atmospheric Environment. 273, 13 p., 118975.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
2021
Published
Climatological Statistics of Extreme Geomagnetic Fluctuations with Periods from 1 s to 60 min
Rogers, N., Wild, J., Eastoe, E. & Huebert, J., 30/11/2021, In: Space Weather. 19, 11, e2021SW002824.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Statistics of extreme geomagnetic field fluctuations: Directionality, timescale dependence, and spatial correlations
Rogers, N., Wild, J. & Eastoe, E., 25/10/2021.
Research output: Contribution to conference - Without ISBN/ISSN › Poster
2020
Published
The distribution and direction of extreme geomagnetic fluctuations over 1-60 minute periods
Rogers, N., Wild, J. & Eastoe, E., 20/10/2020, 2020 XXXIIIrd General Assembly and Scientific Symposium of the International Union of Radio Science. IEEE, p. 1-4 4 p.
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Published
Temporal, directional, and spatial statistics of extreme dB/dt
Rogers, N., Wild, J. & Eastoe, E., 19/10/2020.
Research output: Contribution to conference - Without ISBN/ISSN › Other › peer-review
Published
Flexible covariate representations for extremes
Zanini, E., Eastoe, E., Jones, M., Randell, D. & Jonathan, P., 1/08/2020, In: Environmetrics. 31, 5, 20 p., e2624.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Modelling the clustering of extreme events for short-term risk assessment
Towe, R., Tawn, J., Eastoe, E. & Lamb, R., 31/03/2020, In: Journal of Agricultural, Biological, and Environmental Statistics. 25, 1, p. 32-53 22 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A Global Climatological Model of Extreme Geomagnetic Field Fluctuations
Rogers, N., Wild, J., Eastoe, E., Gjerloev, J. W. & Thomson, A. W. P., 18/02/2020, In: Journal of Space Weather and Space Climate. 10, 19 p., 5.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
2019
Published
Modelling directionality, seasonality, and local time dependences in extreme geomagnetic field fluctuations
Rogers, N., Wild, J. & Eastoe, E., 22/11/2019, p. 1. 1 p.
Research output: Contribution to conference - Without ISBN/ISSN › Poster
Published
Non-stationarity in peaks-over-threshold river flows: a regional random effects model
Eastoe, E. F., 1/08/2019, In: Environmetrics. 30, 5, 18 p., e2560.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
A Global Statistical Model of Extreme Geomagnetic Field Fluctuations
Rogers, N. C., Wild, J. A. & Eastoe, E. F., 1/02/2019, Geophysical Research Abstracts. Munich, Germany: Copernicus GmbH (Copernicus Publications) on behalf of the European Geosciences Union (EGU), Vol. 21. 1 p. EGU2019-1929. (Geophysical Research Abstracts; vol. 21).
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Abstract
Unpublished
Ionospheric and Magnetospheric Drivers of Extreme Geomagnetic Field Fluctuations
Rogers, N. C., Wild, J. A. & Eastoe, E. F., 18/01/2019, (Unpublished). 1 p.
Research output: Contribution to conference - Without ISBN/ISSN › Abstract
Unpublished
The Directional Statistics of Extreme Geomagnetic Field Variations
Rogers, N., Wild, J. & Eastoe, E., 2019, (Unpublished). 1 p.
Research output: Contribution to conference - Without ISBN/ISSN › Abstract
2018
Published
Extreme temperature events on Greenland in observations and the MAR regional climate model
Leeson, A. A., Eastoe, E. F. & Fettweis, X., 26/03/2018, In: Cryosphere. 12
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Extreme value modelling of water-related insurance claims
Rohrbeck, C., Eastoe, E. F., Frigessi, A. & Tawn, J. A., 1/03/2018, In: Annals of Applied Statistics. 12, 1, p. 246-282 37 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
2017
Published
Improved characterisation and modelling of measurement errors in electrical resistivity tomography (ERT) surveys
Tso, M., Kuras, O., Wilkinson, P. B., Uhlemann, S., Chambers, J. E., Meldrum, P. I., Graham, J., Sherlock, E. & Binley, A., 11/2017, In: Journal of Applied Geophysics. 146, p. 103-119 17 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Statistical downscaling for future extreme wave heights in the North Sea
Towe, R. P., Eastoe, E. F., Tawn, J. A. & Jonathan, P., 1/09/2017, In: Annals of Applied Statistics. 11, 4, p. 2375–2403 33 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Statistical Downscaling of Extreme Temperature Events in Greenland
Sherlock, E. F. & Leeson, A., 2017.
Research output: Working paper
2014
Published
Nonparametric estimation of the spectral measure, and associated dependence measures, for multivariate extreme values using a limiting conditional representation.
Eastoe, E. F., Heffernan, J. E. & Tawn, J. A., 03/2014, In: Extremes. 17, 1, p. 25-43 19 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Temporal dynamics between cattle in-stream presence and suspended solids in a headwater catchment
Terry, J., Benskin, C., Eastoe, E. & Haygarth, P., 31/01/2014, In: Environmental Science: Processes and Impacts. 16, 7, p. 1570-1577 8 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
2013
Published
The extremal dependence of storm severity, wind speed and surface level pressure in the northern north sea
Towe, R., Eastoe, E., Tawn, J., Jonathan, P. & Fournier, N., 4/06/2013.
Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review
Published
Statistical measures of extremal dependence illustrated using measured sea surface elevations from a neighbourhood of coastal locations
Eastoe, E., Koukoulas, S. & Jonathan, P., 1/04/2013, In: Ocean Engineering. 62, p. 68-77 10 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
2012
Published
Modelling the distribution for the cluster maxima of exceedances of sub-asymptotic thresholds.
Eastoe, E. F. & Tawn, J., 03/2012, In: Biometrika. 99, 1, p. 43-55 13 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
2010
Published
Statistical models for over-dispersion in the frequency of peaks over threshold data for a flow series.
Eastoe, E. F. & Tawn, J. A., 12/02/2010, In: Water Resources Research. 46, p. W02510
Research output: Contribution to Journal/Magazine › Journal article › peer-review
2009
Published
A hierarchical model for non-stationary multivariate extremes: a case study of surface-level ozone and NOX data in the UK.
Eastoe, E. F., 06/2009, In: Environmetrics. 20, 4, p. 428-444 17 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
Published
Modelling non-stationary extremes with application to surface level ozone.
Eastoe, E. F. & Tawn, J. A., 02/2009, In: Journal of the Royal Statistical Society: Series C (Applied Statistics). 58, 1, p. 25-45 21 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review
2007
Unpublished
Statistical models for dependent and non-stationary extreme events
Eastoe, E. F., 11/2007, (Unpublished) Lancaster University. 185 p.
Research output: Thesis › Doctoral Thesis
2006
Published
A statistical comparison of survival and replacement analyses for the use of censored data in a contaminant air database : a case study from the Canadian arctic.
Eastoe, E. F., Halsall, C. J., Heffernan, J. E. & Hung, H., 11/2006, In: Atmospheric Environment. 40, 34, p. 6528-6540 13 p.
Research output: Contribution to Journal/Magazine › Journal article › peer-review

Research

Dr Emma Eastoe

Improving estimation for asymptotically independent bivariate extremes via global estimators for the angular dependence function

Degree distributions in networks: beyond the power law

The importance of context in extreme value analysis with application to extreme temperatures in the U.S. and Greenland

New estimation methods for extremal bivariate return curves

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

Melt probabilities and surface temperature trends on the Greenland ice sheet using a Gaussian mixture model

A Temperature Dependent Extreme Value Analysis of UK Surface Ozone, 1980 – 2019

Climatological Statistics of Extreme Geomagnetic Fluctuations with Periods from 1 s to 60 min

Statistics of extreme geomagnetic field fluctuations: Directionality, timescale dependence, and spatial correlations

The distribution and direction of extreme geomagnetic fluctuations over 1-60 minute periods

Temporal, directional, and spatial statistics of extreme dB/dt

Flexible covariate representations for extremes

Modelling the clustering of extreme events for short-term risk assessment

A Global Climatological Model of Extreme Geomagnetic Field Fluctuations

Modelling directionality, seasonality, and local time dependences in extreme geomagnetic field fluctuations

Non-stationarity in peaks-over-threshold river flows: a regional random effects model

A Global Statistical Model of Extreme Geomagnetic Field Fluctuations

Ionospheric and Magnetospheric Drivers of Extreme Geomagnetic Field Fluctuations

The Directional Statistics of Extreme Geomagnetic Field Variations

Extreme temperature events on Greenland in observations and the MAR regional climate model

Extreme value modelling of water-related insurance claims

Improved characterisation and modelling of measurement errors in electrical resistivity tomography (ERT) surveys

Statistical downscaling for future extreme wave heights in the North Sea

Statistical Downscaling of Extreme Temperature Events in Greenland

Nonparametric estimation of the spectral measure, and associated dependence measures, for multivariate extreme values using a limiting conditional representation.

Temporal dynamics between cattle in-stream presence and suspended solids in a headwater catchment

The extremal dependence of storm severity, wind speed and surface level pressure in the northern north sea

Statistical measures of extremal dependence illustrated using measured sea surface elevations from a neighbourhood of coastal locations

Modelling the distribution for the cluster maxima of exceedances of sub-asymptotic thresholds.

Statistical models for over-dispersion in the frequency of peaks over threshold data for a flow series.

A hierarchical model for non-stationary multivariate extremes: a case study of surface-level ozone and NOX data in the UK.

Modelling non-stationary extremes with application to surface level ozone.

Statistical models for dependent and non-stationary extreme events

A statistical comparison of survival and replacement analyses for the use of censored data in a contaminant air database : a case study from the Canadian arctic.

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