Cover for Analysis of Economic Time Series

Analysis of Economic Time Series

A Synthesis

Book1979

Authors:

Marc Nerlove, David M. Grether and José L. Carvalho

Analysis of Economic Time Series

A Synthesis

Book1979

 

Cover for Analysis of Economic Time Series

Authors:

Marc Nerlove, David M. Grether and José L. Carvalho

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Book description

Analysis of Economic Time Series: A Synthesis integrates several topics in economic time-series analysis, including the formulation and estimation of distributed-lag models of dyna ... read full description

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  2. Book chapterAbstract only

    Chapter I - A HISTORY OF THE IDEA OF UNOBSERVED COMPONENTS IN THE ANALYSIS OF ECONOMIC TIME SERIES

    Pages 1-21

  3. Book chapterAbstract only

    Chapter II - INTRODUCTION TO THE THEORY OF STATIONARY TIME SERIES

    Pages 22-36

  4. Book chapterAbstract only

    Chapter III - THE SPECTRAL REPRESENTATION AND ITS ESTIMATION

    Pages 37-68

  5. Book chapterAbstract only

    Chapter IV - FORMULATION AND ANALYSIS OF UNOBSERVED-COMPONENTS MODELS

    Pages 69-85

  6. Book chapterAbstract only

    Chapter V - ELEMENTS OF THE THEORY OF PREDICTION AND EXTRACTION

    Pages 86-102

  7. Book chapterAbstract only

    Chapter VI - FORMULATION OF UNOBSERVED-COMPONENTS MODELS AND CANONICAL FORMS

    Pages 103-119

  8. Book chapterAbstract only

    Chapter VII - ESTIMATION OF UNOBSERVED-COMPONENTS AND CANONICAL MODELS

    Pages 120-146

  9. Book chapterAbstract only

    Chapter VIII - APPRAISAL OF SEASONAL ADJUSTMENT TECHNIQUES

    Pages 147-171

  10. Book chapterAbstract only

    Chapter IX - ON THE COMPARATIVE STRUCTURE OF SERIAL DEPENDENCE IN SOME U.S. PRICE SERIES

    Pages 172-200

  11. Book chapterAbstract only

    Chapter X - FORMULATION AND ESTIMATION OF MIXED MOVING-AVERAGE AUTOREGRESSIVE MODELS FOR SINGLE TIME SERIES: EXAMPLES

    Pages 201-228

  12. Book chapterAbstract only

    Chapter XI - FORMULATION AND ESTIMATION OF MULTIVARIATE MIXED MOVING-AVERAGE AUTOREGRESSIVE TIME-SERIES MODELS

    Pages 229-260

  13. Book chapterAbstract only

    Chapter XII - FORMULATION AND ESTIMATION OF UNOBSERVED-COMPONENTS MODELS: EXAMPLES

    Pages 261-290

  14. Book chapterAbstract only

    Chapter XIII - APPLICATION TO THE FORMULATION OF DISTRIBUTED-LAG MODELS

    Pages 291-326

  15. Book chapterAbstract only

    Chapter XIV - A TIME-SERIES MODEL OF THE U.S. CATTLE INDUSTRY

    Pages 327-353

  16. Book chapterNo access

    Appendix A - THE WORK OF BUYS BALLOT

    Pages 354-360

  17. Book chapterNo access

    Appendix B - SOME REQUISITE THEORY OF FUNCTIONS OF A COMPLEX VARIABLE

    Pages 361-379

  18. Book chapterNo access

    Appendix C - FOURIER SERIES AND ANALYSIS

    Pages 380-412

  19. Book chapterNo access

    Appendix D - WHITTLE'S THEOREM

    Pages 413-415

  20. Book chapterNo access

    Appendix E - INVERSION OF TRIDIAGONAL MATRICES AND A METHOD FOR INVERTING TOEPLITZ MATRICES

    Pages 416-421

  21. Book chapterNo access

    Appendix F - SPECTRAL DENSITIES, ACTUAL AND THEORETICAL, EIGHT SERIES

    Pages 422-430

  22. Book chapterNo access

    Appendix G - DERIVATION OF A DISTRIBUTED-LAG RELATION BETWEEN SALES AND PRODUCTION: A SIMPLE EXAMPLE

    Pages 431-436

  23. Book chapterNo access

    REFERENCES

    Pages 437-447

  24. Book chapterNo access

    AUTHOR INDEX

    Pages 449-452

  25. Book chapterNo access

    SUBJECT INDEX

    Pages 453-468

  26. Book chapterNo access

    ECONOMIC THEORY, ECONOMETRICS, AND MATHEMATICAL ECONOMICS

    Pages ibc1-ibc2

About the book

Description

Analysis of Economic Time Series: A Synthesis integrates several topics in economic time-series analysis, including the formulation and estimation of distributed-lag models of dynamic economic behavior; the application of spectral analysis in the study of the behavior of economic time series; and unobserved-components models for economic time series and the closely related problem of seasonal adjustment. Comprised of 14 chapters, this volume begins with a historical background on the use of unobserved components in the analysis of economic time series, followed by an Introduction to the theory of stationary time series. Subsequent chapters focus on the spectral representation and its estimation; formulation of distributed-lag models; elements of the theory of prediction and extraction; and formulation of unobserved-components models and canonical forms. Seasonal adjustment techniques and multivariate mixed moving-average autoregressive time-series models are also considered. Finally, a time-series model of the U.S. cattle industry is presented. This monograph will be of value to mathematicians, economists, and those interested in economic theory, econometrics, and mathematical economics.

Analysis of Economic Time Series: A Synthesis integrates several topics in economic time-series analysis, including the formulation and estimation of distributed-lag models of dynamic economic behavior; the application of spectral analysis in the study of the behavior of economic time series; and unobserved-components models for economic time series and the closely related problem of seasonal adjustment. Comprised of 14 chapters, this volume begins with a historical background on the use of unobserved components in the analysis of economic time series, followed by an Introduction to the theory of stationary time series. Subsequent chapters focus on the spectral representation and its estimation; formulation of distributed-lag models; elements of the theory of prediction and extraction; and formulation of unobserved-components models and canonical forms. Seasonal adjustment techniques and multivariate mixed moving-average autoregressive time-series models are also considered. Finally, a time-series model of the U.S. cattle industry is presented. This monograph will be of value to mathematicians, economists, and those interested in economic theory, econometrics, and mathematical economics.

Details

ISBN

978-0-12-515750-6

Language

English

Published

1979

Copyright

Copyright © 1979 Elsevier Inc. All rights reserved.

Imprint

Academic Press

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Authors

Marc Nerlove

Department of Economics, Northwestern University, Evanston, Illinois

David M. Grether

Division of the Humanities and Social Sciences, California Institute of Technology, Pasadena, California

José L. Carvalho

Fundação Getúlio Vargas-EPGE, Rio de Janeiro-R.J., Brazil