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Large Deviations Techniques and Applications

Large Deviations Techniques and Applications
Amir Dembo
Springer, Berlin, Springer New York, Springer
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Artikel-Nr:
9781461253228
Veröffentl:
1999
Seiten:
397
Autor:
Amir Dembo
Format:
235x155x0 mm
Serie:
38, Stochastic Modelling and Applied Probability
Sprache:
Englisch
Beschreibung:

Large deviation estimates have proved to be a crucial tool in statistics, engineering, statistical mechanics, and applied probability. This new edition presents an introduction to the theory of large deviations, with rigorous mathematical applications from a wide range of areas, including electrical engineering and DNA sequencing.
Large deviations has proved to be an important tool in many areas of applied probability, including electrical engineering, telecommunications, biology, and statistical mechanics. Two of the leading researchers in the field provide an introduction to the theory and applications at a level suitable for graduate students.
Introduction 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 Meaasures LDP Appendix

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