Chaos A Statistical Perspective at Meripustak

Chaos A Statistical Perspective

Books from same Author: Kung-Sik Chan Howell Tong

Books from same Publisher: Springer

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  • General Information  
    Author(s)Kung-Sik Chan Howell Tong
    PublisherSpringer
    ISBN9780387952802
    Pages300
    BindingHardback
    LanguageEnglish
    Publish YearOctober 2001

    Description

    Springer Chaos A Statistical Perspective by Kung-Sik Chan Howell Tong

    This book discusses dynamical systems that are typically driven by stochastic dynamic noise. It is written by two statisticians essentially for the statistically inclined readers. It covers many of the contributions made by the statisticians in the past twenty years or so towards our understanding of estimation, the Lyapunov-like index, the nonparametric regression, and many others, many of which are motivated by their dynamical system counterparts but have now acquired a distinct statistical flavor.
      
    1. Introduction; 2. Deterministic chaos; 3. Chaos and Stochastic Systems; 4. Statistical Analysis I; 5. Statistical Analysis II; 6. Nonlinear Least-Square Prediction; 7. Miscellaneous Topics; References