Malliavin calculus for Lévy processes and infinite-dimensional Brownian motion an introduction

Assuming only basic knowledge of probability theory and functional analysis, this book provides a self-contained introduction to Malliavin calculus and infinite-dimensional Brownian motion. In an effort to demystify a subject thought to be difficult, it exploits the framework of nonstandard analysis...

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1. Verfasser: Osswald, Horst 1941- (VerfasserIn)
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Sprache:English
Veröffentlicht: Cambridge Cambridge University Press 2012
Schriftenreihe:Cambridge tracts in mathematics 191
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246 1 3 |a Malliavin Calculus for Lévy Processes & Infinite-Dimensional Brownian Motion 
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505 8 |a Martingales -- Fourier and Laplace transformations -- Abstract Wiener-Fréchet spaces -- Two concepts of no-anticipation in time -- Malliavin calculus on the space of real sequences -- Introduction to poly-saturated models of mathematics -- Extension of the real numbers -- Topology -- Measure and integration on Loeb spaces -- From finite- to infinite-dimensional Brownian motion -- The Itô integral for infinite-dimensional Brownian motion -- Multiple integrals -- Infinite-dimensional Ornstein-Uhlenbeck processes -- Lindstrøm's construction of standard Lévy processes from discrete ones -- Stochastic integration for Lévy processes -- Chaos decomposition (for infinite-dimensional Brownian motion) -- The Malliavin derivative -- The Skorohod integral -- The interplay between derivative and integral -- Skorohod integral processes -- Girsanov transformations -- Malliavin calculus for Lévy processes (Chaos, Malliavin derivative, Clark-Ocone formula, Skorohod integral processes, Smooth representations, a communication rule for derivative and limit, product-, chainrule, Girsanov transformations) -- Poly-saturated models -- The existence of poly-saturated models 
520 |a Assuming only basic knowledge of probability theory and functional analysis, this book provides a self-contained introduction to Malliavin calculus and infinite-dimensional Brownian motion. In an effort to demystify a subject thought to be difficult, it exploits the framework of nonstandard analysis, which allows infinite-dimensional problems to be treated as finite-dimensional. The result is an intuitive, indeed enjoyable, development of both Malliavin calculus and nonstandard analysis. The main aspects of stochastic analysis and Malliavin calculus are incorporated into this simplifying framework. Topics covered include Brownian motion, Ornstein–Uhlenbeck processes both with values in abstract Wiener spaces, Lévy processes, multiple stochastic integrals, chaos decomposition, Malliavin derivative, Clark–Ocone formula, Skorohod integral processes and Girsanov transformations. The careful exposition, which is neither too abstract nor too theoretical, makes this book accessible to graduate students, as well as to researchers interested in the techniques 
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Datensatz im Suchindex

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author Osswald, Horst 1941-
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contents Martingales -- Fourier and Laplace transformations -- Abstract Wiener-Fréchet spaces -- Two concepts of no-anticipation in time -- Malliavin calculus on the space of real sequences -- Introduction to poly-saturated models of mathematics -- Extension of the real numbers -- Topology -- Measure and integration on Loeb spaces -- From finite- to infinite-dimensional Brownian motion -- The Itô integral for infinite-dimensional Brownian motion -- Multiple integrals -- Infinite-dimensional Ornstein-Uhlenbeck processes -- Lindstrøm's construction of standard Lévy processes from discrete ones -- Stochastic integration for Lévy processes -- Chaos decomposition (for infinite-dimensional Brownian motion) -- The Malliavin derivative -- The Skorohod integral -- The interplay between derivative and integral -- Skorohod integral processes -- Girsanov transformations -- Malliavin calculus for Lévy processes (Chaos, Malliavin derivative, Clark-Ocone formula, Skorohod integral processes, Smooth representations, a communication rule for derivative and limit, product-, chainrule, Girsanov transformations) -- Poly-saturated models -- The existence of poly-saturated models
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dewey-ones 519 - Probabilities and applied mathematics
dewey-raw 519.2/3
dewey-search 519.2/3
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spellingShingle Osswald, Horst 1941-
Malliavin calculus for Lévy processes and infinite-dimensional Brownian motion an introduction
Martingales -- Fourier and Laplace transformations -- Abstract Wiener-Fréchet spaces -- Two concepts of no-anticipation in time -- Malliavin calculus on the space of real sequences -- Introduction to poly-saturated models of mathematics -- Extension of the real numbers -- Topology -- Measure and integration on Loeb spaces -- From finite- to infinite-dimensional Brownian motion -- The Itô integral for infinite-dimensional Brownian motion -- Multiple integrals -- Infinite-dimensional Ornstein-Uhlenbeck processes -- Lindstrøm's construction of standard Lévy processes from discrete ones -- Stochastic integration for Lévy processes -- Chaos decomposition (for infinite-dimensional Brownian motion) -- The Malliavin derivative -- The Skorohod integral -- The interplay between derivative and integral -- Skorohod integral processes -- Girsanov transformations -- Malliavin calculus for Lévy processes (Chaos, Malliavin derivative, Clark-Ocone formula, Skorohod integral processes, Smooth representations, a communication rule for derivative and limit, product-, chainrule, Girsanov transformations) -- Poly-saturated models -- The existence of poly-saturated models
Malliavin calculus
Lévy processes
Brownian motion processes
Malliavin-Kalkül (DE-588)4242584-0 gnd
Brownsche Bewegung (DE-588)4128328-4 gnd
Lévy-Prozess (DE-588)4463623-4 gnd
subject_GND (DE-588)4242584-0
(DE-588)4128328-4
(DE-588)4463623-4
title Malliavin calculus for Lévy processes and infinite-dimensional Brownian motion an introduction
title_alt Malliavin Calculus for Lévy Processes & Infinite-Dimensional Brownian Motion
title_auth Malliavin calculus for Lévy processes and infinite-dimensional Brownian motion an introduction
title_exact_search Malliavin calculus for Lévy processes and infinite-dimensional Brownian motion an introduction
title_full Malliavin calculus for Lévy processes and infinite-dimensional Brownian motion an introduction Horst Osswald
title_fullStr Malliavin calculus for Lévy processes and infinite-dimensional Brownian motion an introduction Horst Osswald
title_full_unstemmed Malliavin calculus for Lévy processes and infinite-dimensional Brownian motion an introduction Horst Osswald
title_short Malliavin calculus for Lévy processes and infinite-dimensional Brownian motion
title_sort malliavin calculus for levy processes and infinite dimensional brownian motion an introduction
title_sub an introduction
topic Malliavin calculus
Lévy processes
Brownian motion processes
Malliavin-Kalkül (DE-588)4242584-0 gnd
Brownsche Bewegung (DE-588)4128328-4 gnd
Lévy-Prozess (DE-588)4463623-4 gnd
topic_facet Malliavin calculus
Lévy processes
Brownian motion processes
Malliavin-Kalkül
Brownsche Bewegung
Lévy-Prozess
url https://doi.org/10.1017/CBO9781139060110
work_keys_str_mv AT osswaldhorst malliavincalculusforlevyprocessesandinfinitedimensionalbrownianmotionanintroduction
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