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Extreme Values, Regular Variation and Point Processes

Resnick, Sidney I.

9780387759524 - Extreme Values, Regular Variation and Point Processes
2e hands

Artikelomschrijving

This book examines 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 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.

Specificaties

Auteur Resnick, Sidney I.
ISBN/EAN 9780387759524
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Artikelomschrijving

This book examines 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 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.

Specificaties

Auteur Resnick, Sidney I.
ISBN/EAN 9780387759524