Mike West, Duke University  

Mike West
The Arts & Sciences Distinguished Professor of Statistics & Decision Sciences
Department of Statistical Science, Duke University

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Time Series:
Modeling, Computation and Inference

Raquel Prado & Mike West

Chapman & Hall/CRC,
The Taylor Francis Group


    - 1st edition, 2010
    - Available at CRC Press web page
    - ISBN: 9781420093360
    - Errata to 1st edition

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Searchable & 2021 updated Bibliography

Note that this 2010 1st edition is superceded by the 2021 2nd edition by Prado, Ferreira & West that has many updates, new material, recent developments, exercises, etc.

LIST OF CHAPTERS: Prado & West, 1st edition, 2010

  1. Notation, definitions and basic inference
  2. Traditional linear time series models
  3. The frequency domain
  4. Dynamic linear models
  5. State-space TVAR models
  6. General state-space models
  7. Mixture models in time series
  8. Topics and examples in multiple time series
  9. Vector AR and ARMA models
  10. Multivariate DLMs and covariance models