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What Macroeconomists Should Know about Unit Roots: A Bayesian Perspective

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Author Info
Uhlig, Harald

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Abstract

This paper summarizes recent Bayesian research on unit roots for the applied macroeconomist in the way Campbell and Perron [8] summarized the classical unit roots perspective. The appropriate choice of a prior is discussed. In recognizing a consensus distaste for explosive roots, I find the popular Normal-Wishart priors centered at the unit root to be reasonable provided they are modified by concentrating the prior mass for the time trend coefficient toward zero as the largest root approaches unit from below. I discuss that the tails of the predictive density can be sensitive to the prior treatment of explosive roots. Because the focus of an investigation often is on a particular persistence property or medium-term forecasting property of the data, I conclude that Bayesian methods often deliver natural answers to macroeconomic questions.

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Publisher Info
Article provided by Cambridge University Press in its journal Econometric Theory.

Volume (Year): 10 (1994)
Issue (Month): 3-4 (August)
Pages: 645-671
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Handle: RePEc:cup:etheor:v:10:y:1994:i:3-4:p:645-671_00

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  1. Jagjit S. Chadha & Luisa Corrado & Qi Sun, 2008. "Money, Prices and Liquidity Effects: Separating Demand from Supply," Studies in Economics 0817, Department of Economics, University of Kent. [Downloadable!]
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  2. Peter M. Summers, 2003. "Bayesian Evidence on the Structure of Unemployment," Melbourne Institute Working Paper Series wp2003n03, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne. [Downloadable!]
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  3. Uhlig, Harald, 1999. "What are the Effects of Monetary Policy on Output? Results from an Agnostic Identification Procedure," CEPR Discussion Papers 2137, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
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  4. Albrecht Ritschl & Ulrich Woitek, 2000. "Did Monetary Forces Cause the Great Depression? A Bayesian VAR Analysis for the U.S. Economy," Working Papers 2000_07, Department of Economics, University of Glasgow. [Downloadable!]
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  5. Vivien Lewis, 2006. "Macroeconomic fluctuations and firm entry : theory and evidence," Research series 200610-13, National Bank of Belgium. [Downloadable!]
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  6. Ritschl, Albrecht & Woitek, Ulrich, 2000. "Did Monetary Forces Cause the Great Depression?," CEPR Discussion Papers 2547, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
  7. Andreas Thams, 2006. "Fiscal Policy Effects in the European Union," SFB 649 Discussion Papers SFB649DP2006-016, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany. [Downloadable!]
  8. Thams, Andreas, 2007. "The Relevance of the fiscal Theory of the Price Level revisited," MPRA Paper 1645, University Library of Munich, Germany. [Downloadable!]
  9. Harald Uhlig, 2004. "Discussion of "The Source of Historical Economic Fluctuations: An Analysis using Long-Run Restrictions" by Neville Francis and Valerie A. Ramey," SFB 649 Discussion Papers SFB649DP2006-042, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany, revised May 2006. [Downloadable!]
  10. Uhlig, H., 1996. "Bayesian vector autoregressions with stochastic volatility," Discussion Paper 9, Tilburg University, Center for Economic Research. [Downloadable!]
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  11. Katerina Arnostova & Jaromir Hurnik, 2005. "The Monetary Transmission Mechanism in the Czech Republic (evidence from VAR analysis)," Working Papers 2005/04, Czech National Bank, Research Department. [Downloadable!]
  12. Neville Francis & Michael T. Owyang, 2004. "Monetary policy in a Markov-switching VECM: implications for the cost of disinflation and the price puzzle," Working Papers 2003-001, Federal Reserve Bank of St. Louis. [Downloadable!]
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