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Chaos: A Statistical Perspective

Gebonden Engels 2001 2001e druk 9780387952802
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Samenvatting

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.

Specificaties

ISBN13:9780387952802
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:300
Uitgever:Springer New York
Druk:2001

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Inhoudsopgave

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

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€ 120,99
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        Chaos: A Statistical Perspective