Statistics of extremes

AC Davison, R Huser - Annual Review of Statistics and its …, 2015 - annualreviews.org
Statistics of extremes concerns inference for rare events. Often the events have never yet
been observed, and their probabilities must therefore be estimated by extrapolation of tail …

Statistical methods for extreme event attribution in climate science

P Naveau, A Hannart, A Ribes - Annual Review of Statistics and …, 2020 - annualreviews.org
Changes in the Earth's climate have been increasingly observed. Assessing the likelihood
that each of these changes has been caused by human influence is important for decision …

Spatial extremes

AC Davison, R Huser, E Thibaud - Handbook of environmental …, 2019 - taylorfrancis.com
The health consequences of climate variability and change are diverse, potentially affecting
the burden of a wide range of health outcomes, including illnesses and deaths related to …

Geostatistics of dependent and asymptotically independent extremes

AC Davison, R Huser, E Thibaud - Mathematical Geosciences, 2013 - Springer
Spatial modeling of rare events has obvious applications in the environmental sciences and
is crucial when assessing the effects of catastrophic events (such as heatwaves or …

Assessment of climate change impact on temperature extremes in a tropical region with the climate projections from CMIP6 model

S Das, ARMT Islam, M Kamruzzaman - Climate Dynamics, 2023 - Springer
The global mean surface temperature is rising and under climate change it is expected to
increase in the future. The changes are not uniform across the world and the impact …

Bayesian inference for the Brown-Resnick process, with an application to extreme low temperatures

E Thibaud, J Aalto, DS Cooley, AC Davison… - The Annals of Applied …, 2016 - JSTOR
The Brown-Resnick max-stable process has proven to be well suited for modeling extremes
of complex environmental processes, but in many applications its likelihood function is …

Estimating changes in temperature extremes from millennial-scale climate simulations using generalized extreme value (GEV) distributions

WK Huang, ML Stein, DJ McInerney… - Advances in …, 2016 - ascmo.copernicus.org
Changes in extreme weather may produce some of the largest societal impacts of
anthropogenic climate change. However, it is intrinsically difficult to estimate changes in …

Probabilistic reanalysis of storm surge extremes in Europe

FM Calafat, M Marcos - Proceedings of the National …, 2020 - National Acad Sciences
Extreme sea levels are a significant threat to life, property, and the environment. These
threats are managed by coastal planers through the implementation of risk mitigation …

A probabilistic gridded product for daily precipitation extremes over the United States

MD Risser, CJ Paciorek, MF Wehner, TA O'Brien… - Climate Dynamics, 2019 - Springer
Gridded data products, for example interpolated daily measurements of precipitation from
weather stations, are commonly used as a convenient substitute for direct observations …

A hierarchical model for serially-dependent extremes: A study of heat waves in the western US

BJ Reich, BA Shaby, D Cooley - Journal of Agricultural, Biological, and …, 2014 - Springer
Heat waves take a major toll on human populations, with negative impacts on the economy,
agriculture, and human health. As a result, there is great interest in studying the changes …