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Autor(en): 
  • Sidney I Resnick
  • Extreme Values, Regular Variation and Point Processes 
     

    (Buch)
    Dieser Artikel gilt, aufgrund seiner Grösse, beim Versand als 3 Artikel!


    Übersicht

    Auf mobile öffnen
     
    Lieferstatus:   i.d.R. innert 14-24 Tagen versandfertig
    Veröffentlichung:  November 2007  
    Genre:  Schulbücher 
    ISBN:  9780387759524 
    EAN-Code: 
    9780387759524 
    Verlag:  Springer 
    Einband:  Kartoniert  
    Sprache:  English  
    Serie:  Springer Series in Operations Research and Financial Engineering  
    Dimensionen:  H 234 mm / B 156 mm / D 19 mm 
    Gewicht:  484 gr 
    Seiten:  320 
    Bewertung: Titel bewerten / Meinung schreiben
    Inhalt:

    Extremes Values, Regular Variation and Point Processes is a readable and efficient account of the fundamental mathematical and stochastic process techniques needed to study the behavior of extreme values of phenomena based on independent and identically distributed random variables and vectors. It presents a coherent treatment of the distributional and sample path fundamental properties of extremes and records. It emphasizes the core primacy of three topics necessary for understanding extremes: the analytical theory of regularly varying functions; the probabilistic theory of point processes and random measures; and the link to asymptotic distribution approximations provided by the theory of weak convergence of probability measures in metric spaces.

    The book is self-contained and requires an introductory measure-theoretic course in probability as a prerequisite. Almost all sections have an extensive list of exercises which extend developments in the text, offer alternate approaches, test mastery and provide for enjoyable muscle flexing by a reader. The material is aimed at students and researchers in probability, statistics, financial engineering, mathematics, operations research, civil engineering and economics who need to know about:

    * asymptotic methods for extremes;

    * models for records and record frequencies;

    * stochastic process and point process methods and their applications to obtaining distributional approximations;

    * pervasive applications of the theory of regular variation in probability theory, statistics and financial engineering.

    "This book is written in a very lucid way. The style is sober, the mathematics tone is pleasantly conversational, convincing and enthusiastic. A beautiful book!"

    ---Bulletin of the Dutch Mathematical Society

    "This monograph is written in a very attractive style. It contains a lot of complementary exercises and practically all important bibliographical reference."

    ---Revue Roumaine de Mathématiques Pures et Appliquées

      
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