Regime transplants in GDP growth forecasting: A recipe for better predictions?
Formal testing and estimation of nonlinear relations require a substantial number of observations which are typically lacking in annual models. In this paper, a novel two-step procedure is introduced to model nonlinearities in yearly asset-price based leading indicator models for growth. In the first step, quarterly data are explored to test for the presence of regime switches, the identif ication of transition variables and estimation of the accompanying thresholds. In the second step, we implement the quarterly thresholds in the annual indicator models. Results for the US and the Netherlands show that the annual forecasts improve compared to the linear model, despite the poor out-of-sample performance of the quarterly regime switching models.
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- Clements,Michael & Hendry,David, 1998.
"Forecasting Economic Time Series,"
Cambridge University Press, number 9780521632423, November.
- van Dijk, D.J.C. & Terasvirta, T. & Franses, Ph.H.B.F., 2000.
"Smooth transition autoregressive models - A survey of recent developments,"
Econometric Institute Research Papers
EI 2000-23/A, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
- Dick van Dijk & Timo Terasvirta & Philip Hans Franses, 2002. "Smooth Transition Autoregressive Models — A Survey Of Recent Developments," Econometric Reviews, Taylor & Francis Journals, vol. 21(1), pages 1-47.
- van Dijk, Dick & Teräsvirta, Timo & Franses, Philip Hans, 2000. "Smooth Transition Autoregressive Models - A Survey of Recent Developments," SSE/EFI Working Paper Series in Economics and Finance 380, Stockholm School of Economics, revised 17 Jan 2001.
- James H. Stock & Mark W. Watson, 2001.
"Forecasting Output and Inflation: The Role of Asset Prices,"
NBER Working Papers
8180, National Bureau of Economic Research, Inc.
- James H. Stock & Mark W. Watson, 2001. "Forecasting output and inflation: the role of asset prices," Proceedings, Federal Reserve Bank of San Francisco, issue Mar.
- James H. Stock & Mark W.Watson, 2003. "Forecasting Output and Inflation: The Role of Asset Prices," Journal of Economic Literature, American Economic Association, vol. 41(3), pages 788-829, September.
- Arturo Estrella & Frederic S. Mishkin, 1996.
"Predicting U.S. recessions: financial variables as leading indicators,"
9609, Federal Reserve Bank of New York.
- Arturo Estrella & Frederic S. Mishkin, 1998. "Predicting U.S. Recessions: Financial Variables As Leading Indicators," The Review of Economics and Statistics, MIT Press, vol. 80(1), pages 45-61, February.
- Arturo Estrella & Frederic S. Mishkin, 1995. "Predicting U.S. Recessions: Financial Variables as Leading Indicators," NBER Working Papers 5379, National Bureau of Economic Research, Inc.
- Arturo Estrella & Anthony P. Rodrigues & Sebastian Schich, 2000.
"How stable is the predictive power of the yield curve? evidence from Germany and the United States,"
113, Federal Reserve Bank of New York.
- Arturo Estrella & Anthony P. Rodrigues & Sebastian Schich, 2003. "How Stable is the Predictive Power of the Yield Curve? Evidence from Germany and the United States," The Review of Economics and Statistics, MIT Press, vol. 85(3), pages 629-644, August.
- Ólan T. Henry & Nilss Olekalns & Jonathan Thong, 2004.
"Do stock market returns predict changes to output? Evidence from a nonlinear panel data model,"
Springer, vol. 29(3), pages 527-540, 09.
- Ólan T. Henry & Nilss Olekalns & Jonathan Thong, 2003. "Do Stock Market Returns Predict Changes to Output? Evidence from a Nonlinear Panel Data Model," Department of Economics - Working Papers Series 868, The University of Melbourne.
- Bruce E. Hansen, 1996.
"Sample Splitting and Threshold Estimation,"
Boston College Working Papers in Economics
319., Boston College Department of Economics, revised 12 May 1998.
- Jansen, W. Jos & Nahuis, Niek J., 2003.
"The stock market and consumer confidence: European evidence,"
Elsevier, vol. 79(1), pages 89-98, April.
- W. Jos Jansen & Niek J. Nahuis, 2002. "The Stock Market and Consumer Confidence: European Evidence," MEB Series (discontinued) 2002-11, Netherlands Central Bank, Monetary and Economic Policy Department.
- P.J.A. van Els & W.A. van den End & M.C.J. van Rooij, 2003.
"Financial behaviour of Dutch households: analysis of the DNB Household Survey 2003,"
MEB Series (discontinued)
2003-09, Netherlands Central Bank, Monetary and Economic Policy Department.
- P J A van Els & W A van den End & M C J van Rooij, 2005. "Financial behaviour of Dutch households: analysis of the DNB Household Survey 2003," BIS Papers chapters, in: Bank for International Settlements (ed.), Investigating the relationship between the financial and real economy, volume 22, pages 21-39 Bank for International Settlements.
- P.J.A. van Els & W.A. van den End & M.C.J. van Rooij, 2003. "Financial behaviour of dutch households: analysis of the dnb household survey 2003," WO Research Memoranda (discontinued) 744, Netherlands Central Bank, Research Department.
- Bernanke, Ben S & Blinder, Alan S, 1992.
"The Federal Funds Rate and the Channels of Monetary Transmission,"
American Economic Review,
American Economic Association, vol. 82(4), pages 901-21, September.
- Ben S. Bernanke & Alan S. Blinder, 1989. "The federal funds rate and the channels of monetary transmission," Working Papers 89-10, Federal Reserve Bank of Philadelphia.
- Ben Bernanke, 1990. "The Federal Funds Rate and the Channels of Monetary Transnission," NBER Working Papers 3487, National Bureau of Economic Research, Inc.
- Boivin, Jean & Ng, Serena, 2006.
"Are more data always better for factor analysis?,"
Journal of Econometrics,
Elsevier, vol. 132(1), pages 169-194, May.
- Lundbergh, Stefan & Terasvirta, Timo & van Dijk, Dick, 2003.
"Time-Varying Smooth Transition Autoregressive Models,"
Journal of Business & Economic Statistics,
American Statistical Association, vol. 21(1), pages 104-21, January.
- Lundbergh, Stefan & Teräsvirta, Timo & van Dijk, Dick, 2000. "Time-Varying Smooth Transition Autoregressive Models," SSE/EFI Working Paper Series in Economics and Finance 376, Stockholm School of Economics.
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