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Chapter I - A HISTORY OF THE IDEA OF UNOBSERVED COMPONENTS IN THE ANALYSIS OF ECONOMIC TIME SERIES
Pages 1-21 - Book chapterAbstract only
Chapter II - INTRODUCTION TO THE THEORY OF STATIONARY TIME SERIES
Pages 22-36 - Book chapterAbstract only
Chapter III - THE SPECTRAL REPRESENTATION AND ITS ESTIMATION
Pages 37-68 - Book chapterAbstract only
Chapter IV - FORMULATION AND ANALYSIS OF UNOBSERVED-COMPONENTS MODELS
Pages 69-85 - Book chapterAbstract only
Chapter V - ELEMENTS OF THE THEORY OF PREDICTION AND EXTRACTION
Pages 86-102 - Book chapterAbstract only
Chapter VI - FORMULATION OF UNOBSERVED-COMPONENTS MODELS AND CANONICAL FORMS
Pages 103-119 - Book chapterAbstract only
Chapter VII - ESTIMATION OF UNOBSERVED-COMPONENTS AND CANONICAL MODELS
Pages 120-146 - Book chapterAbstract only
Chapter VIII - APPRAISAL OF SEASONAL ADJUSTMENT TECHNIQUES
Pages 147-171 - Book chapterAbstract only
Chapter IX - ON THE COMPARATIVE STRUCTURE OF SERIAL DEPENDENCE IN SOME U.S. PRICE SERIES
Pages 172-200 - Book chapterAbstract only
Chapter X - FORMULATION AND ESTIMATION OF MIXED MOVING-AVERAGE AUTOREGRESSIVE MODELS FOR SINGLE TIME SERIES: EXAMPLES
Pages 201-228 - Book chapterAbstract only
Chapter XI - FORMULATION AND ESTIMATION OF MULTIVARIATE MIXED MOVING-AVERAGE AUTOREGRESSIVE TIME-SERIES MODELS
Pages 229-260 - Book chapterAbstract only
Chapter XII - FORMULATION AND ESTIMATION OF UNOBSERVED-COMPONENTS MODELS: EXAMPLES
Pages 261-290 - Book chapterAbstract only
Chapter XIII - APPLICATION TO THE FORMULATION OF DISTRIBUTED-LAG MODELS
Pages 291-326 - Book chapterAbstract only
Chapter XIV - A TIME-SERIES MODEL OF THE U.S. CATTLE INDUSTRY
Pages 327-353 - Book chapterNo access
Appendix A - THE WORK OF BUYS BALLOT
Pages 354-360 - Book chapterNo access
Appendix B - SOME REQUISITE THEORY OF FUNCTIONS OF A COMPLEX VARIABLE
Pages 361-379 - Book chapterNo access
Appendix C - FOURIER SERIES AND ANALYSIS
Pages 380-412 - Book chapterNo access
Appendix D - WHITTLE'S THEOREM
Pages 413-415 - Book chapterNo access
Appendix E - INVERSION OF TRIDIAGONAL MATRICES AND A METHOD FOR INVERTING TOEPLITZ MATRICES
Pages 416-421 - Book chapterNo access
Appendix F - SPECTRAL DENSITIES, ACTUAL AND THEORETICAL, EIGHT SERIES
Pages 422-430 - Book chapterNo access
Appendix G - DERIVATION OF A DISTRIBUTED-LAG RELATION BETWEEN SALES AND PRODUCTION: A SIMPLE EXAMPLE
Pages 431-436 - Book chapterNo access
REFERENCES
Pages 437-447 - Book chapterNo access
AUTHOR INDEX
Pages 449-452 - Book chapterNo access
SUBJECT INDEX
Pages 453-468 - 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