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Econometric Modeling: A Likelihood Approach

Econometric Modeling: A Likelihood Approach

Paperback

Economics

ISBN10: 0691130892
ISBN13: 9780691130897
Publisher: Princeton Univ Pr
Published: Mar 25 2007
Pages: 384
Weight: 1.75
Height: 0.99 Width: 7.06 Depth: 9.97
Language: English

Econometric Modeling provides a new and stimulating introduction to econometrics, focusing on modeling. The key issue confronting empirical economics is to establish sustainable relationships that are both supported by data and interpretable from economic theory. The unified likelihood-based approach of this book gives students the required statistical foundations of estimation and inference, and leads to a thorough understanding of econometric techniques.

David Hendry and Bent Nielsen introduce modeling for a range of situations, including binary data sets, multiple regression, and cointegrated systems. In each setting, a statistical model is constructed to explain the observed variation in the data, with estimation and inference based on the likelihood function. Substantive issues are always addressed, showing how both statistical and economic assumptions can be tested and empirical results interpreted. Important empirical problems such as structural breaks, forecasting, and model selection are covered, and Monte Carlo simulation is explained and applied.


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Economics