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The Generic Chaining

Upper and Lower Bounds of Stochastic Processes

Michel Talagrand
Livre relié | Anglais | Monographs in Mathematics
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Description

What is the maximum level a certain river is likely to reach over the next 25 years? (Having experienced three times a few feet of water in my house, I feel a keen personal interest in this question. ) There are many questions of the same nature: what is the likely magnitude of the strongest earthquake to occur during the life of a planned building, or the speed ofthe strongestwind a suspension bridge will have to stand? All these situations can be modeled inthesamemanner. Thevalue X of the quantity of interest (be it water t level or speed of wind) at time t is a random variable. What can be said about the maximum value of X over a certain range of t? t A collection of random variables (X ), where t belongs to a certain index t set T, is called a stochastic process, and the topic of this book is the study of the supremum of certain stochastic processes, and more precisely to ?nd upper and lower bounds for the quantity EsupX . (0. 1) t t?T Since T might be uncountable, some care has to be taken to de?ne this quantity. For any reasonable de?nition of Esup X we have t t?T EsupX =sup{EsupX; F?T, F ?nite}, (0. 2) t t t?T t?F an equality that we will take as the de?nition of the quantity Esup X . t t?T Thus, the crucial case for the estimation of the quantity (0.

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Contenu

Nombre de pages :
222
Langue:
Anglais
Collection :

Caractéristiques

EAN:
9783540245186
Date de parution :
17-03-05
Format:
Livre relié
Format numérique:
Genaaid
Dimensions :
155 mm x 234 mm
Poids :
521 g

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