Large Deviations Techniques and Applications

The theory of large deviations deals with the evaluation, for a family of probability measures parameterized by a real valued variable, of the probabilities of events which decay exponentially in the parameter. Originally developed in the context of statistical mechanics and of (random) dynamical sy...

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Bibliografiske detaljer
Auteurs principaux: Dembo, Amir, 1958-...., mathématicien, Zeitouni, Ofer, 1960-...., mathématicien (Auteur)
Format: Livre numérique
Sprog:Anglais
Udgivet: Berlin, Heidelberg : Springer Berlin Heidelberg 2010.
Cham : Springer Nature
Udgivelse:Corrected printing of the 1998 edition.
Serier:Stochastic Modelling and Applied Probability 38
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Edition sous un autre format:• Large deviations techniques and applications, Amir Dembo, Ofer Zeitouni, Corrected printing of the 1998 edition, 2010, New York, Springer, 1 vol. (XVI-396 p.), Stochastic modelling and applied probability, 978-3-642-03310-0
Indholdsfortegnelse:
  • LDP for Finite Dimensional Spaces
  • Applications-The Finite Dimensional Case
  • General Principles
  • Sample Path Large Deviations
  • The LDP for Abstract Empirical Measures
  • Applications of Empirical Measures LDP.