activity
20122023
most citedCross-validatory extreme value threshold selection and uncertainty with application to ocean storm severity

82 citations · 194 across the 16 of their papers we have counts for

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8 papers · 1 filter

stat.AP2022★ 7 cited

Statistical estimation of spatial wave extremes for tropical cyclones from small data samples: validation of the STM-E approach using long-term synthetic cyclone data for the Caribbean Sea

Ryota Wada, Jeremy Rohmer, Yann Krien +1

Occurrences of tropical cyclones at a location are rare, and for many locations, only short periods of observations or hindcasts are available. Hence, estimation of return values (…

stat.AP2022★ 7 cited

A multivariate pseudo-likelihood approach to estimating directional ocean wave models

Jake P. Grainger, Adam M. Sykulski, Kevin Ewans +2

Ocean buoy data in the form of high frequency multivariate time series are routinely recorded at many locations in the world's oceans. Such data can be used to characterise the oce…

stat.AP2020

Estimating the parameters of ocean wave spectra

Jake P. Grainger, Adam M. Sykulski, Philip Jonathan +1

Wind-generated waves are often treated as stochastic processes. There is particular interest in their spectral density functions, which are often expressed in some parametric form.…

stat.AP2020

Modelling non-stationary extremes of storm severity: a tale of two approaches

Evandro Konzen, Claudia Neves, Philip Jonathan

Models for extreme values accommodating non-stationarity have been amply studied and evaluated from a parametric perspective. Whilst these models are flexible, in the sense that ma…

stat.AP2018

On environmental contours for marine and coastal design

Emma Ross, Ole Christian Astrup, Elzbieta Bitner-Gregersen +8

Environmental contours are used in structural reliability analysis of marine and coastal structures as an approximate means to locate the boundary of the distribution of environmen…

stat.AP2018

Statistics of extreme ocean environments: Non-stationary inference for directionality and other covariate effects

Matthew Jones, David Randell, Kevin Ewans +1

Numerous approaches are proposed in the literature for non-stationarity marginal extreme value inference, including different model parameterisations with respect to covariate, and…