Chaos : a statistical perspective
著者
書誌事項
Chaos : a statistical perspective
(Springer series in statistics)
Springer, c2001
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注記
Includes bibliographical references and indexes
内容説明・目次
内容説明
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.
目次
- 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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