[BOOK][B] Dependence modeling with copulas
H Joe - 2014 - books.google.com
Dependence Modeling with Copulas covers the substantial advances that have taken place
in the field during the last 15 years, including vine copula modeling of high-dimensional …
in the field during the last 15 years, including vine copula modeling of high-dimensional …
[BOOK][B] An introduction to statistical modeling of extreme values
S Coles, J Bawa, L Trenner, P Dorazio - 2001 - Springer
Extreme value theory is unique as a statistical discipline in that it develops techniques and
models for describing the unusual rather than the usual. As an abstract study of random …
models for describing the unusual rather than the usual. As an abstract study of random …
[BOOK][B] Statistics of extremes: theory and applications
Research in the statistical analysis of extreme values has flourished over the past decade:
new probability models, inference and data analysis techniques have been introduced; and …
new probability models, inference and data analysis techniques have been introduced; and …
[BOOK][B] Principles of copula theory
The official history of copulas begins in 1959 with Sklar [1959]; but, as is often the case in
Mathematics, for groundbreaking results there are forerunners and precedents. These latter …
Mathematics, for groundbreaking results there are forerunners and precedents. These latter …
[BOOK][B] Heavy-tail phenomena: probabilistic and statistical modeling
SI Resnick - 2007 - books.google.com
This comprehensive text gives an interesting and useful blend of the mathematical,
probabilistic and statistical tools used in heavy-tail analysis. Heavy tails are characteristic of …
probabilistic and statistical tools used in heavy-tail analysis. Heavy tails are characteristic of …
[BOOK][B] Mass Transportation Problems: Volume 1: Theory
ST Rachev, L Rüschendorf - 2006 - books.google.com
The first comprehensive account of the theory of mass transportation problems and its
applications. In Volume I, the authors systematically develop the theory with emphasis on …
applications. In Volume I, the authors systematically develop the theory with emphasis on …
[BOOK][B] Theory of random sets
I Molchanov, IS Molchanov - 2005 - Springer
Stochastic geometry is a relatively new branch of mathematics. Although its predecessors
such as geometric probability date back to the 18th century, the formal concept of a random …
such as geometric probability date back to the 18th century, the formal concept of a random …
A conditional approach for multivariate extreme values (with discussion)
JE Heffernan, JA Tawn - Journal of the Royal Statistical Society …, 2004 - academic.oup.com
Multivariate extreme value theory and methods concern the characterization, estimation and
extrapolation of the joint tail of the distribution of ad-dimensional random variable. Existing …
extrapolation of the joint tail of the distribution of ad-dimensional random variable. Existing …
Multivariate negative exponential and extreme value distributions
J Pickands III - Extreme Value Theory: Proceedings of a Conference …, 1989 - Springer
We survey multivariate extreme value distributions. These are limiting distributions of
maxima and/or minima, componentwise, after suitable normalization. A distribution is …
maxima and/or minima, componentwise, after suitable normalization. A distribution is …
A spectral representation for max-stable processes
L De Haan - The annals of probability, 1984 - JSTOR
The elements of an arbitrary max-stable sequence are exhibited as functionals of a 2-
dimensional Poisson point process. The result is extended to a continuous time max-stable …
dimensional Poisson point process. The result is extended to a continuous time max-stable …