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Chernoff’s Bound and Asymptotic Expansions

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Introduction to Rare Event Simulation

Part of the book series: Springer Series in Statistics ((SSS))

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Abstract

The large deviation theory of Chapter 3 tells us what the asymptotic rates to zero are of various sequences of rare event probabilities. The very reason for this book is that in almost all applications, this knowledge is not sufficient. We actually need to know what the probability is (or at least have a good estimate of it) in order to complete an engineering system analysis or design. The philosophy of this book is that we are going to simulate in order to obtain that number.

Though the mills of God grind slowly yet, they grind exceeding small.

F. F. von Logau

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© 2004 Springer Science+Business Media New York

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Bucklew, J.A. (2004). Chernoff’s Bound and Asymptotic Expansions. In: Introduction to Rare Event Simulation. Springer Series in Statistics. Springer, New York, NY. https://doi.org/10.1007/978-1-4757-4078-3_8

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  • DOI: https://doi.org/10.1007/978-1-4757-4078-3_8

  • Publisher Name: Springer, New York, NY

  • Print ISBN: 978-1-4419-1893-2

  • Online ISBN: 978-1-4757-4078-3

  • eBook Packages: Springer Book Archive

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