Extreme value theory : an introduction
tarafından
 
Haan, L. de (Laurens), author

Başlık
Extreme value theory : an introduction

Yazar
Haan, L. de (Laurens), author

ISBN
9780387239460

Yazar Ek Girişi
Haan, L. de (Laurens), author

Yayım Bilgisi
New York : Springer, c2006.

Fiziksel Tanımlama
xvi, 417 pages : illustrations ; 24 cm.

Seri
Springer series in operations research and financial engineering
 
Springer series in operations research.

İçerik
Preface -- Part I: 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 -- More Advanced Topics -- Part II: Finite-Dimensional Observations -- Basic Theory -- Estimating the Dependence Structure -- Estimation of the Probability of a Failure Set -- Part III: Observations that are Stochastic Processes -- Basic Theory.- Examples -- Estimation -- Appendix A: Regular Variation (proofs).

Özet
This treatment of extreme value theory is unique in book literature in that it focuses on some beautiful theoretical results along with applications. All the main topics covering the heart of the subject are introduced to the reader in a systematic fashion so that in the final chapter even the most recent developments in the theory can be understood. Key to the presentation is the concentration on the probabilistic and statistical aspects of extreme values without major emphasis on such related topics as regular variation, point processes, empirical distribution functions, and Brownian motion. The work is an excellent introduction to extreme value theory at the graduate level, requiring only some mathematical maturity.

Konu Başlığı
Extreme value theory
 
Uç değerler teorisi
 
Mathematical statistics
 
Matematiksel istatistik

Yazar Ek Girişi
Ferreira, Ana, 1969-


LibraryMateryal TürüDemirbaşYer NumarasıDurumu / Lokasyon / İade Tarihi
Ekonomi KütüphanesiKitapEKOBKN0010280519.24 HAA 2006Merkez Kütüphane Genel Koleksiyon