Methods for Applied Macroeconomic Research
eBook - ePub

Methods for Applied Macroeconomic Research

  1. 512 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Methods for Applied Macroeconomic Research

About this book

The last twenty years have witnessed tremendous advances in the mathematical, statistical, and computational tools available to applied macroeconomists. This rapidly evolving field has redefined how researchers test models and validate theories. Yet until now there has been no textbook that unites the latest methods and bridges the divide between theoretical and applied work.


Fabio Canova brings together dynamic equilibrium theory, data analysis, and advanced econometric and computational methods to provide the first comprehensive set of techniques for use by academic economists as well as professional macroeconomists in banking and finance, industry, and government. This graduate-level textbook is for readers knowledgeable in modern macroeconomic theory, econometrics, and computational programming using RATS, MATLAB, or Gauss. Inevitably a modern treatment of such a complex topic requires a quantitative perspective, a solid dynamic theory background, and the development of empirical and numerical methods--which is where Canova's book differs from typical graduate textbooks in macroeconomics and econometrics. Rather than list a series of estimators and their properties, Canova starts from a class of DSGE models, finds an approximate linear representation for the decision rules, and describes methods needed to estimate their parameters, examining their fit to the data. The book is complete with numerous examples and exercises.


Today's economic analysts need a strong foundation in both theory and application. Methods for Applied Macroeconomic Research offers the essential tools for the next generation of macroeconomists.

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Yes, you can access Methods for Applied Macroeconomic Research by Fabio Canova in PDF and/or ePUB format, as well as other popular books in Economics & Macroeconomics. We have over one million books available in our catalogue for you to explore.

Information

Table of contents

  1. Cover
  2. Half title
  3. Title
  4. Copyright
  5. Dedication
  6. Contents
  7. Preface
  8. 1 Preliminaries
  9. 2 DSGE Models, Solutions, and Approximations
  10. 3 Extracting and Measuring Cyclical Information
  11. 4 VAR Models
  12. 5 GMM and Simulation Estimators
  13. 6 Likelihood Methods
  14. 7 Calibration
  15. 8 Dynamic Macro Panels
  16. 9 Introduction to Bayesian Methods
  17. 10 Bayesian VARs
  18. 11 Bayesian Time Series and DSGE Models
  19. Appendix A Statistical Distributions
  20. References
  21. Index