[图书][B] Laws of small numbers: extremes and rare events

M Falk, J Hüsler, RD Reiss - 2010 - books.google.com
Since the publication of the first edition of this seminar book in 1994, the theory and
applications of extremes and rare events have enjoyed an enormous and still increasing …

Extreme-value copulas

G Gudendorf, J Segers - Copula Theory and Its Applications: Proceedings …, 2010 - Springer
Being the limits of copulas of componentwise maxima in independent random samples,
extreme-value copulas can be considered to provide appropriate models for the …

Multivariate multiparameter extreme value models and return periods: A copula approach

G Salvadori, C De Michele - Water resources research, 2010 - Wiley Online Library
Multivariate extreme value models are a fundamental tool in order to assess potentially
dangerous events. The target of this paper is two‐fold. On the one hand we outline how …

Multivariate extreme value theory-A tutorial with applications to hydrology and meteorology

A Dutfoy, S Parey, N Roche - Dependence Modeling, 2014 - degruyter.com
In this paper, we provide a tutorial on multivariate extreme value methods which allows to
estimate the risk associated with rare events occurring jointly. We draw particular attention to …

Rank-based inference for bivariate extreme-value copulas

C Genest, J Segers - 2009 - projecteuclid.org
Consider a continuous random pair (X, Y) whose dependence is characterized by an
extreme-value copula with Pickands dependence function A. When the marginal …

A goodness-of-fit test for bivariate extreme-value copulas

C Genest, I Kojadinovic, J Nešlehová, J Yan - 2011 - projecteuclid.org
It is often reasonable to assume that the dependence structure of a bivariate continuous
distribution belongs to the class of extreme-value copulas. The latter are characterized by …

A horse race between the block maxima method and the peak–over–threshold approach

A Bücher, C Zhou - Statistical Science, 2021 - projecteuclid.org
A Horse Race between the Block Maxima Method and the Peak-over-Threshold Approach
Page 1 Statistical Science 2021, Vol. 36, No. 3, 360–378 https://doi.org/10.1214/20-STS795 © …

Multivariate nonparametric estimation of the Pickands dependence function using Bernstein polynomials

G Marcon, SA Padoan, P Naveau, P Muliere… - Journal of statistical …, 2017 - Elsevier
Many applications in risk analysis require the estimation of the dependence among
multivariate maxima, especially in environmental sciences. Such dependence can be …

New estimators of the Pickands dependence function and a test for extreme-value dependence

A Bücher, H Dette, S Volgushev - 2011 - projecteuclid.org
We propose a new class of estimators for Pickands dependence function which is based on
the concept of minimum distance estimation. An explicit integral representation of the …

Nonparametric estimation of multivariate extreme-value copulas

G Gudendorf, J Segers - Journal of Statistical Planning and Inference, 2012 - Elsevier
Extreme-value copulas arise in the asymptotic theory for componentwise maxima of
independent random samples. An extreme-value copula is determined by its Pickands …