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Elements of Multivariate Time Series Analysis Book

Elements of Multivariate Time Series Analysis
Elements of Multivariate Time Series Analysis, , Elements of Multivariate Time Series Analysis has a rating of 3 stars
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  • Elements of Multivariate Time Series Analysis
  • Written by author Gregory C. Reinsel
  • Published by Springer-Verlag New York, LLC, October 2003
  • Now available in paperback. Elements of Multivariate Time Series Analysis, Second Edition introduces the basic concepts and methods that are useful in the analysis and modeling of multivariate time series data that may arise in business and economics, eng
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Authors

Preface to the Second Edition
Preface to the First Edition
1Vector Time Series and Model Representations1
2Vector ARMA Time Series Models and Forecasting22
3Canonical Structure of Vector ARMA Models61
4Initial Model Building and Least Squares Estimation for Vector AR Models84
5Maximum Likelihood Estimation and Model Checking for Vector ARMA Models122
6Reduced-Rank and Nonstationary Cointegrated Models175
7State-Space Models, Kalman Filtering, and Related Topics226
8Linear Models with Exogenous Variables274
AppendixTime Series Data Sets299
Exercises and Problems315
References332
Subject Index345
Author Index354


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