Herman J. Bierens,
Herman J. (Southern Methodist University, Texas) Bierens
Topics in Advanced Econometrics
Estimation, Testing, and Specification of Cross-Section and Time Series Models
Paperback Engels 1996 9780521565110Levertijd ongeveer 9 werkdagen
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Samenvatting
In this book Herman Bierens provides a mathematically rigorous treatment of a number of timely topics in advanced econometrics. His subjects include nonlinear estimation, maximum likelihood theory, ARMA and ARMAX models, unit roots and cointegration, and nonparametric regression, together with an extensive and thorough treatment of the necessary probability theory. Professor Bierens' study is uniquely self-contained, providing the reader with a selection of the latest developments in econometric theory, along with the required introductory material on each topic. It will be of great use to graduate students of econometrics and statistics, and is particularly suitable for self-tuition.
Specificaties
ISBN13:9780521565110
Taal:Engels
Bindwijze:Paperback
Aantal pagina's:272
Uitgever:Cambridge University Press
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Inhoudsopgave
1. Basic probability theory; 2. Convergence; 3. Introduction to conditioning; 4. Nonlinear parametric regression analysis and maximum likelihood theory; 5. Tests for model misspecification; 6. Conditioning and dependence; 7. Functional specification of time series models; 8. ARMAX models: estimation and testing; 9. Unit roots and cointegration; 10. The Nadaraya-Watson kernel regression function estimator.
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