Modeling Uncertainty

An Examination of Stochastic Theory, Methods, and Applications

Editors:

ISBN: 978-0-7923-7463-3 (Print) 978-0-306-48102-4 (Online)

Table of contents (30 chapters)

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  1. Front Matter

    Pages i-xxix

  2. Professor Sidney J. Yakowitz

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      Chapter

      Pages 1-11

      Professor Sidney J. Yakowitz

  3. Part I

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      Chapter

      Pages 13-34

      Stability of Single Class Queueing Networks

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      Chapter

      Pages 35-55

      Sequential Optimization Under Uncertainty

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      Chapter

      Pages 57-93

      Exact Asymptotics for Large Deviation Probabilities, with Applications

  4. Part II

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      Chapter

      Pages 95-115

      Stochastic Modelling of Early HIV Immune Responses Under Treatment by Protease Inhibitors

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      Chapter

      Pages 117-128

      The Impact of Re-Using Hypodermic Needles

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      Chapter

      Pages 129-154

      Nonparametric Frequency Detection and Optimal Coding in Molecular Biology

  5. Part III

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      Chapter

      Pages 156-184

      An Efficient Stochastic Approximation Algorithm for Stochastic Saddle Point Problems

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      Chapter

      Pages 185-199

      Regression Models for Binary Time Series

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      Chapter

      Pages 201-223

      Almost Sure Convergence Properties of Nadaraya-Watson Regression Estimates

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      Chapter

      Pages 225-248

      Strategies for Sequential Prediction of Stationary Time Series

  6. Part IV

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      Chapter

      Pages 249-268

      The Birth of Limit Cycles in Nonlinear Oligopolies with Continuously Distributed Information Lags

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      Chapter

      Pages 269-283

      A Differential Game of Debt Contract Valuation

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      Chapter

      Pages 285-300

      Huge Capacity Planning and Resource Pricing for Pioneering Projects

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      Chapter

      Pages 301-331

      Affordable Upgrades of Complex Systems: A Multilevel, Performance-Based Approach

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      Chapter

      Pages 333-358

      On Successive Approximation of Optimal Control of Stochastic Dynamic Systems

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      Chapter

      Pages 359-371

      Stability of Random Iterative Mappings

  7. Part V

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      Chapter

      Pages 373-382

      ‘Unobserved’ Monte Carlo Methods for Adaptive Algorithms

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      Chapter

      Pages 383-417

      Random Search Under Additive Noise

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      Chapter

      Pages 419-474

      Recent Advances in Randomized Quasi-Monte Carlo Methods

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