2013

Inference for Diffusion Processes

With Applications in Life Sciences

Authors:

ISBN: 978-3-642-25968-5 (Print) 978-3-642-25969-2 (Online)

Table of contents (10 chapters)

  1. Front Matter

    Pages i-xix

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  2. Stochastic Modelling

    1. Front Matter

      Pages 7-7

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    2. No Access

      Book Chapter

      Pages 9-30

      Stochastic Modelling in Life Sciences

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    3. No Access

      Book Chapter

      Pages 31-53

      Stochastic Differential Equations and Diffusions in a Nutshell

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    4. No Access

      Book Chapter

      Pages 55-100

      Approximation of Markov Jump Processes by Diffusions

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      Book Chapter

      Pages 101-129

      Diffusion Models in Life Sciences

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  3. Statistical Inference

    1. Front Matter

      Pages 131-131

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      Book Chapter

      Pages 133-169

      Parametric Inference for Discretely-Observed Diffusions

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    3. No Access

      Book Chapter

      Pages 171-278

      Bayesian Inference for Diffusions with Low-Frequency Observations

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  4. Applications

    1. Front Matter

      Pages 279-279

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      Book Chapter

      Pages 281-303

      Application I: Spread of Influenza

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      Book Chapter

      Pages 305-369

      Application II: Analysis of Molecular Binding

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      Book Chapter

      Pages 371-373

      Summary and Future Work

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  5. Back Matter

    Pages 375-430

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