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Extreme Value Theory An Introduction /
Extreme Value Theory offers a careful, coherent exposition of the subject starting from the probabilistic and mathematical foundations and proceeding to the statistical theory. The book covers both the classical one-dimensional case as well as finite- and infinite-dimensional settings. All the main...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
New York, NY :
Springer New York : Imprint: Springer,
2006.
|
| Edición: | 1st ed. 2006. |
| Colección: | Springer Series in Operations Research and Financial Engineering,
|
| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
| LEADER | 00000nam a22000005i 4500 | ||
|---|---|---|---|
| 001 | 978-0-387-34471-3 | ||
| 003 | DE-He213 | ||
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| 008 | 100301s2006 xxu| s |||| 0|eng d | ||
| 020 | |a 9780387344713 |9 978-0-387-34471-3 | ||
| 024 | 7 | |a 10.1007/0-387-34471-3 |2 doi | |
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| 100 | 1 | |a de Haan, Laurens. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Extreme Value Theory |h [electronic resource] : |b An Introduction / |c by Laurens de Haan, Ana Ferreira. |
| 250 | |a 1st ed. 2006. | ||
| 264 | 1 | |a New York, NY : |b Springer New York : |b Imprint: Springer, |c 2006. | |
| 300 | |a XVIII, 418 p. 18 illus. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |b PDF |2 rda | ||
| 490 | 1 | |a Springer Series in Operations Research and Financial Engineering, |x 2197-1773 | |
| 505 | 0 | |a One-Dimensional Observations -- Limit Distributions and Domains of Attraction -- Extreme and Intermediate Order Statistics -- Estimation of the Extreme Value Index and Testing -- Extreme Quantile and Tail Estimation -- Advanced Topics -- Finite-Dimensional Observations -- Basic Theory -- Estimation of the Dependence Structure -- Estimation of the Probability of a Failure Set -- Observations That Are Stochastic Processes -- Basic Theory in C[0,1] -- Estimation in C[0, 1]. | |
| 520 | |a Extreme Value Theory offers a careful, coherent exposition of the subject starting from the probabilistic and mathematical foundations and proceeding to the statistical theory. The book covers both the classical one-dimensional case as well as finite- and infinite-dimensional settings. All the main topics at the heart of the subject are introduced in a systematic fashion so that in the final chapter even the most recent developments in the theory can be understood. The treatment is geared toward applications. The presentation concentrates on the probabilistic and statistical aspects of extreme values such as limiting results, domains of attraction and development of estimators without emphasizing related topics such as point processes, empirical distribution functions and Brownian motion. An appendix on regular variation has been added since some required results in that area are not available in book form. The usefulness of the statistical theory is shown by treating several case studies in detail. The book is a thorough, accessible, self-contained, graduate level treatment of modern extreme value theory and some of its applications. It is aimed at graduate students and researchers and requires only maturity in mathematics and statistics. | ||
| 650 | 0 | |a Probabilities. | |
| 650 | 0 | |a Statistics . | |
| 650 | 0 | |a Mathematics. | |
| 650 | 1 | 4 | |a Probability Theory. |
| 650 | 2 | 4 | |a Statistical Theory and Methods. |
| 650 | 2 | 4 | |a Applications of Mathematics. |
| 700 | 1 | |a Ferreira, Ana. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9780387504025 |
| 776 | 0 | 8 | |i Printed edition: |z 9781441920201 |
| 776 | 0 | 8 | |i Printed edition: |z 9780387239460 |
| 830 | 0 | |a Springer Series in Operations Research and Financial Engineering, |x 2197-1773 | |
| 856 | 4 | 0 | |u https://doi.uam.elogim.com/10.1007/0-387-34471-3 |z Texto Completo |
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| 950 | |a Mathematics and Statistics (SpringerNature-11649) | ||
| 950 | |a Mathematics and Statistics (R0) (SpringerNature-43713) | ||