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Introduction to Rare Event Simulation|James Bucklew

Introduction to Rare Event Simulation

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Overview

This book presents a unified theory of rare event simulation and the variance reduction technique known as importance sampling. Until now, this area has had a reputation among simulation practitioners as requiring a great deal of technical and probabilistic expertise. This text keeps the mathematical preliminaries to a minimum with the only prerequisite being a single large deviation theory result that is given and proved in the text. The book contains over 50 figures and detailed simulation case studies covering a wide variety of application areas including statistics, telecommunications, and queueing systems.

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Details

  • ISBN-13: 9781441918932
  • ISBN-10: 1441918930
  • Publisher: Springer
  • Publish Date: November 2010
  • Dimensions: 9.21 x 6.14 x 0.58 inches
  • Shipping Weight: 0.86 pounds
  • Page Count: 268

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