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Generalized Method of Moments Estimation Laszlo Matyas (Budapest University of Economic Sciences)

Generalized Method of Moments Estimation By Laszlo Matyas (Budapest University of Economic Sciences)

Generalized Method of Moments Estimation by Laszlo Matyas (Budapest University of Economic Sciences)


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Summary

The principal objective of this volume is to offer a complete presentation of the theory of GMM estimation as well as insights into the use of these methods in empirical studies. It is also designed to serve as a unified framework for teaching estimation theory in econometrics. The book's contributors are well-known authorities in the field.

Generalized Method of Moments Estimation Summary

Generalized Method of Moments Estimation by Laszlo Matyas (Budapest University of Economic Sciences)

The generalized method of moments (GMM) estimation has emerged as providing a ready to use, flexible tool of application to a large number of econometric and economic models by relying on mild, plausible assumptions. The principal objective of this volume is to offer a complete presentation of the theory of GMM estimation as well as insights into the use of these methods in empirical studies. It is also designed to serve as a unified framework for teaching estimation theory in econometrics. Contributors to the volume include well-known authorities in the field based in North America, the UK/Europe, and Australia. The work is likely to become a standard reference for graduate students and professionals in economics, statistics, financial modeling, and applied mathematics.

Table of Contents

Preface; 1. Introduction to the generalized method of moments estimation David Harris and Laszlo Matyas; 2. GMM estimation techniques Masao Ogaki; 3. Covariance matrix estimation Matthew J. Cushing and Mary G. McGarvey; 4. Hypothesis testing in models estimated by GMM Alastair R. Hall; 5. Finite sample properties of GMM estimators and tests Jan M. Podivinsky; 6. GMM estimation of time series models David Harris; 7. Reduced rank regression using GMM Frank Kleibergen; 8. Estimation of linear panel data models using GMM Seung C. Ahn and Peter Schmidt; 9. Alternative GMM methods for nonlinear panel data models Jorg Breitung and Michael Lechner; 10. Simulation based method of moments Roman Liesenfeld and Jorg Breitung; 11. Logically inconsistent limited dependent variables models J. S. Butler and Gabriel Picone; Index.

Additional information

NPB9780521660136
9780521660136
0521660130
Generalized Method of Moments Estimation by Laszlo Matyas (Budapest University of Economic Sciences)
New
Hardback
Cambridge University Press
1999-04-13
332
N/A
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