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.
Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.
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.
Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.
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Softcover. Etat : Near Fine. Etat de la jaquette : No Dust Jacket. First Edition (?); First Impression. Minor handling wear eg slight bumping to spine and edges of front cover. ; A rigorous and authoritative text that explores the mathematical foundations of extreme value theory, regular variation, and the use of point processes in probability and statistics. Widely regarded as a standard reference, it combines theory with applications, making it essential for researchers and advanced students in applied probability, statistics, and related fields. ; 16.8x24.4x3.9cm; xiv,320 pages. N° de réf. du vendeur LCB64568
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Etat : New. presents a readable and efficient account of the fundamental mathematical and stochastic process techniques needed to study the behavior of extreme values of phenomenapresents a coherent treatment of the distributional and sample path fundamental . N° de réf. du vendeur 458430476
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