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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| Hoofdauteurs: | , |
|---|---|
| Formaat: | Livre numérique |
| Taal: | Anglais |
| Gepubliceerd in: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
2010.
Cham : Springer Nature |
| Editie: | Corrected printing of the 1998 edition. |
| Reeks: | Stochastic Modelling and Applied Probability
38 |
| Onderwerpen: | |
| Online toegang: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Opmerking: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| 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 |
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| 100 | 1 | |a Dembo, Amir, |d 1958-...., |c mathématicien. | |
| 245 | 1 | 0 | |a Large Deviations Techniques and Applications |c by Amir Dembo, Ofer Zeitouni. |
| 250 | |a Corrected printing of the 1998 edition. | ||
| 260 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg. | ||
| 260 | |a Cham : |b Springer Nature, |c 2010. | ||
| 490 | 0 | |a Stochastic Modelling and Applied Probability |v 38 |x 2197-439X | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 0 | |a 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. | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. chttps://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a 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 systems, it proved to be a powerful tool in the analysis of systems where the combined effects of random perturbations lead to a behavior significantly different from the noiseless case. The volume complements the central elements of this theory with selected applications in communication and control systems, bio-molecular sequence analysis, hypothesis testing problems in statistics, and the Gibbs conditioning principle in statistical mechanics. Starting with the definition of the large deviation principle (LDP), the authors provide an overview of large deviation theorems in | ||
| 650 | |a Grandes déviations | ||
| 650 | |a Statistique | ||
| 700 | 1 | |a Zeitouni, Ofer, |d 1960-...., |c mathématicien. |4 aut | |
| 776 | 0 | |0 145159426 |t Large deviations techniques and applications |f Amir Dembo, Ofer Zeitouni |e Corrected printing of the 1998 edition |d 2010 |c New York |n Springer |p 1 vol. (XVI-396 p.) |s Stochastic modelling and applied probability |z 978-3-642-03310-0 | |
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