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Large Deviations Techniques and Applications

Amir Dembo, Ofer Zeitouni (Autoren)

Buch | Hardcover

412 Seiten

1998 | 2nd Revised edition
Springer-Verlag New York Inc.
978-0-387-98406-3 (ISBN)

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Large deviation estimates have proved to be a crucial tool in statistics, engineering, statistical mechanics, and applied probability. This title presents an introduction to the theory of large deviations, with rigorous mathematical applications from a range of areas, including electrical engineering and DNA sequencing.

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.

Introduction.- LDP for Finite Dimensional Space.- Applications - The Finite Dimensional Case.- General Principles.- Sample Path Large Deviations.- The LDP for Abstract Empirical Measures.- Applications of Empirical Measures LDP.

Reihe/Serie	Stochastic Modelling and Applied Probability ; v.38
Zusatzinfo	29 black & white illustrations
Verlagsort	New York, NY
Sprache	englisch
Maße	156 x 234 mm
Gewicht	789 g
Einbandart	gebunden
Themenwelt	Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
ISBN-10	0-387-98406-2 / 0387984062
ISBN-13	978-0-387-98406-3 / 9780387984063
Zustand	Neuware