Early Warning Indicators for Asset Price Booms
The recent financial crisis has demonstrated in an impressive way that boom/bust cycles can have devastating effects on the real economy. This paper aims at contributing to the literature on early warning indicator exercises for asset price booms. Using a sample of 17 industrialized OECD countries and the euro area over the period 1969 Q1 ¨C 2010 Q2, an asset price composite indicator incorporating developments in both stock and house price markets is constructed. The latter is then further developed in order to identify periods that can be characterized as asset price booms. The subsequent empirical analysis is based on a probit-type approach incorporating several monetary, financial and real variables. Following some statistical tests, credit aggregates, the investment-to-GDP ratio, the interest rate spread together with the house price growth gap and stock price developments appear to be useful indicators for the prediction of asset price booms up to two years ahead.
Volume (Year): 1 (2011)
Issue (Month): (June)
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Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Lawrence J. Christiano & Terry J. Fitzgerald, 2003.
"The Band Pass Filter,"
International Economic Review,
Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 44(2), pages 435-465, 05.
- Tom Doan, . "CFFILTER: RATS procedure to perform band pass filter using Christiano-Fitzgerald method," Statistical Software Components RTS00034, Boston College Department of Economics.
- Lawrence J. Christiano & Terry J. Fitzgerald, 1999. "The Band Pass Filter," NBER Working Papers 7257, National Bureau of Economic Research, Inc.
- Lawrence J. Christiano & Terry J. Fitzgerald, 1999. "The Band pass filter," Working Paper 9906, Federal Reserve Bank of Cleveland.
- Boris Hofmann, 2003.
"Bank Lending and Property Prices: Some International Evidence,"
222003, Hong Kong Institute for Monetary Research.
- Boris Hofmann, 2004. "Bank lending and property prices: some international evidence," Money Macro and Finance (MMF) Research Group Conference 2003 46, Money Macro and Finance Research Group.
- Irene Andreou & Gilles Dufrénot & Alain Sand & Aleksandra Zdzienicka-Durand, 2007.
"A forewarning indicator system for financial crises: the case of six Central and Eastern European countries,"
0709, Groupe d'Analyse et de Théorie Economique (GATE), Centre national de la recherche scientifique (CNRS), Université Lyon 2, Ecole Normale Supérieure.
- Andreou, Irène & Dufrénot, Gilles, 2009. "A Forewarning Indicator System for Financial Crises: the Case of Six Central and Eastern European Countries," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 24, pages 87-115.
- Irène Andreou & Gilles Dufrénot & Alain Sand-Zantman & Aleksandra Zdzienicka-Durand, 2007. "A forewarning indicator system for financial crises: the case of six central and eastern european countries," Documents de Travail de l'OFCE 2007-27, Observatoire Francais des Conjonctures Economiques (OFCE).
- Irène Andreou & Gilles Dufrénot & Alain Sand-Zantman & Aleksandra Zdzienicka-Durand, 2009. "A forewarning indicator system for financial crises: the case of six Central and Eastern European countries," Post-Print halshs-00372728, HAL.
- Irène Andreou & Gilles Dufrénot & Alain Sand-Zantman & Aleksandra Zdzienicka-Durand, 2007. "A forewarning indicator system for financial crises: the case of six Central and Eastern European countries," Post-Print halshs-00142433, HAL.
- Irene Andreou & Gilles Dufrenot & Alain Sand-Zantman & Aleksandra Zdzienicka-Durand, 2007. "A Forewarning Indicator System For Financial Crises : The Case Of Six Central And Eastern European Countries," William Davidson Institute Working Papers Series wp901, William Davidson Institute at the University of Michigan.
- Dieter Gerdesmeier & Hans‐Eggert Reimers & Barbara Roffia, 2010.
"Asset Price Misalignments and the Role of Money and Credit,"
Wiley Blackwell, vol. 13(3), pages 377-407, Winter.
- Gerdesmeier, Dieter & Roffia, Barbara & Reimers, Hans-Eggert, 2009. "Asset price misalignments and the role of money and credit," Working Paper Series 1068, European Central Bank.
- Michael D. Bordo & Andrew Filardo, 2004.
"Deflation and Monetary Policy in a Historical Perspective: Remembering the Past or Being Condemned to Repeat It?,"
NBER Working Papers
10833, National Bureau of Economic Research, Inc.
- Michael Bordo & Andrew Filardo, 2005. "Deflation and monetary policy in a historical perspective: remembering the past or being condemned to repeat it?," Economic Policy, CEPR;CES;MSH, vol. 20(44), pages 799-844, October.
- Jacobs, Jan P.A.M. & Kuper, Gerard H. & Lestano, 2005.
"Currency crises in Asia: a multivariate logit approach,"
CCSO Working Papers
200506, University of Groningen, CCSO Centre for Economic Research.
- Jan P.A.M. Jacobs & Gerard H. Kuper & Lestano, 2004. "Currency crises in Asia: A multivariate logit approach," International Finance 0409005, EconWPA.
- Kaminsky, Graciela & Lizondo, Saul & Reinhart, Carmen M., 1997.
"Leading indicators of currency crises,"
Policy Research Working Paper Series
1852, The World Bank.
- Estrella, Arturo & Hardouvelis, Gikas A, 1991.
" The Term Structure as a Predictor of Real Economic Activity,"
Journal of Finance,
American Finance Association, vol. 46(2), pages 555-76, June.
- Arturo Estrella & Gikas A. Hardouvelis, 1989. "The term structure as a predictor of real economic activity," Research Paper 8907, Federal Reserve Bank of New York.
- Nelson, Edward, 2003.
"The Future of Monetary Aggregates in Monetary Policy Analysis,"
CEPR Discussion Papers
3897, C.E.P.R. Discussion Papers.
- Nelson, Edward, 2003. "The future of monetary aggregates in monetary policy analysis," Journal of Monetary Economics, Elsevier, vol. 50(5), pages 1029-1059, July.
- Detken, Carsten & Smets, Frank, 2004.
"Asset price booms and monetary policy,"
Working Paper Series
0364, European Central Bank.
- José Ferreira Machado & João Sousa, 2006. "Identifying asset price booms and busts with quantile regressions," Working Papers w200608, Banco de Portugal, Economics and Research Department.
- Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-84, March.
- Francis X. Diebold & Glenn D. Rudebusch, 1987.
"Scoring the leading indicators,"
Special Studies Papers
206, Board of Governors of the Federal Reserve System (U.S.).
- Zhiwei Zhang, 2001. "Speculative Attacks in the Asian Crisis," IMF Working Papers 01/189, International Monetary Fund.
- Claudio Borio & Mathias Drehmann, 2009. "Assessing the risk of banking crises - revisited," BIS Quarterly Review, Bank for International Settlements, March.
- Berg, Andrew & Pattillo, Catherine, 1999. "Predicting currency crises:: The indicators approach and an alternative," Journal of International Money and Finance, Elsevier, vol. 18(4), pages 561-586, August.
- Andrew Berg & Rebecca N. Coke, 2004. "Autocorrelation-Corrected Standard Errors in Panel Probits; An Application to Currency Crisis Prediction," IMF Working Papers 04/39, International Monetary Fund.
- Arturo Estrella & Anthony P. Rodrigues, 1998. "Consistent covariance matrix estimation in probit models with autocorrelated errors," Staff Reports 39, Federal Reserve Bank of New York.
- repec:cup:cbooks:9780521199674 is not listed on IDEAS
- van den Berg, Jeroen & Candelon, Bertrand & Urbain, Jean-Pierre, 2008. "A cautious note on the use of panel models to predict financial crises," Economics Letters, Elsevier, vol. 101(1), pages 80-83, October.
- Adalid, Ramón & Detken, Carsten, 2007. "Liquidity shocks and asset price boom/bust cycles," Working Paper Series 0732, European Central Bank.
- Claudio E. V. Borio & Philip Lowe, 2004. "Securing sustainable price stability: should credit come back from the wilderness?," BIS Working Papers 157, Bank for International Settlements.
- Alessi, Lucia & Detken, Carsten, 2009. "'Real time'early warning indicators for costly asset price boom/bust cycles: a role for global liquidity," Working Paper Series 1039, European Central Bank.
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