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Simulation-based Inference in Econometrics

Methods and Applications

Language EnglishEnglish
Book Hardback
Book Simulation-based Inference in Econometrics Roberto MarianoTil SchuermannMelvyn J. Weeks
Libristo code: 02036565
Publishers Cambridge University Press, July 2000
This substantial volume has two principal objectives. First it provides an overview of the statistic... Full description
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This substantial volume has two principal objectives. First it provides an overview of the statistical foundations of Simulation-based inference. This includes the summary and synthesis of the many concepts and results extant in the theoretical literature, the different classes of problems and estimators, the asymptotic properties of these estimators, as well as descriptions of the different simulators in use. Second, the volume provides empirical and operational examples of SBI methods. Often what is missing, even in existing applied papers, are operational issues. Which simulator works best for which problem and why? This volume will explicitly address the important numerical and computational issues in SBI which are not covered comprehensively in the existing literature. Examples of such issues are: comparisons with existing tractable methods, number of replications needed for robust results, choice of instruments, simulation noise and bias as well as efficiency loss in practice.

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About the book

Full name Simulation-based Inference in Econometrics
Language English
Binding Book - Hardback
Date of issue 2000
Number of pages 476
EAN 9780521591126
ISBN 0521591120
Libristo code 02036565
Weight 835
Dimensions 159 x 236 x 39
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