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Statistical Analysis I

  • Kung-Sik Chan
  • Howell Tong
Part of the Springer Series in Statistics book series (SSS)

Abstract

In Chapters 2 and 3 we studied some theoretical aspects of deterministic and stochastic dynamical systems. However, from the viewpoint of practical applications, the fundamental task is to start with the data, especially the real observations, and explore the impact of the various notions relating to chaos on their analysis. This is the area where the statisticians can make truly important contributions. Much research remains to be done, but a good start has been made.

Keywords

Cross Validation Sunspot Number Correlation Dimension Surrogate Data Spectral Density Function 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer Science+Business Media New York 2001

Authors and Affiliations

  • Kung-Sik Chan
    • 1
  • Howell Tong
    • 2
    • 3
  1. 1.Department of Statistics and Actuarial ScienceThe University of IowaIowa CityUSA
  2. 2.Department of StatisticsThe London School of Economics and Political ScienceLondonUK
  3. 3.The University of Hong KongHong Kong

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