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Topics in Advanced Econometrics : Estimation, Testing, and Specification of Cross-Section and Time Series Models [ electronic resource ] / by Herman J. Bierens.

By: Bierens, Herman J.
Material type: TextTextPublisher: Cambridge: Cambridge University Press, 2009ISBN: 9780511599279 ( e-book ).Subject(s): Economics | Econometrics and Mathematical MethodsGenre/Form: Electronic booksDDC classification: 330.015195 Online resources: https://doi.org/10.1017/CBO9780511599279 Click to view Summary: 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.
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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.

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