Eyes Wide Shut? The U.S. House Market Bubble through the Lense of Statistical Process Control
AbstractWhile most economists agree that the recent worldwide financial crises evolved as a consequence of the US house price bubble, the related literature yet failed to deliver a consensus on the question when exactly the bubble started developing. The estimates in the literature range in between 1997 and 2002, while applications of market-based-procedures deliver even later dates. In this paper we employ the methods of statistical process control (SPC) to date the likely beginning of the bubble. The results support the view that the bubble on the US house market already emerged as early as 1996. We also show that SPC in general might be a useful tool in constructing early warning systems for asset price bubbles.
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Bibliographic InfoPaper provided by Helmut Schmidt University, Hamburg in its series Working Paper with number 124/2012.
Length: 48 pages
Date of creation: 23 Oct 2012
Date of revision:
statistical process control; real estate; asset prices bubbles; early warning systems;
Other versions of this item:
- Michael Berlemann & Julia Freese & Sven Knoth, 2012. "Eyes Wide Shut? The U.S. House Market Bubble through the Lense of Statistical Process Control," CESifo Working Paper Series 3962, CESifo Group Munich.
- C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models
- E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
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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.:
- Sims, Christopher A & Stock, James H & Watson, Mark W, 1990. "Inference in Linear Time Series Models with Some Unit Roots," Econometrica, Econometric Society, vol. 58(1), pages 113-44, January.
- Hartmann, Daniel & Kempa, Bernd & Pierdzioch, Christian, 2008.
"Economic and financial crises and the predictability of U.S. stock returns,"
Journal of Empirical Finance,
Elsevier, vol. 15(3), pages 468-480, June.
- Hartmann, Daniel & Kempa, Bernd & Pierdzioch, Christian, 2006. "Economic and Financial Crises and the Predictability of U.S. Stock Returns," MPRA Paper 561, University Library of Munich, Germany.
- Huntley Schaller & Simon van Norden, 1997.
"Fads or Bubbles?,"
97-2, Bank of Canada.
- Mikhed, Vyacheslav & Zemcík, Petr, 2009.
"Do house prices reflect fundamentals? Aggregate and panel data evidence,"
Journal of Housing Economics,
Elsevier, vol. 18(2), pages 140-149, June.
- Vyacheslav Mikhed & Petr Zemcik, 2007. "Do House Prices Reflect Fundamentals? Aggregate and Panel Data Evidence," CERGE-EI Working Papers wp337, The Center for Economic Research and Graduate Education - Economic Institute, Prague.
- Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
- Christian Pierdzioch, 2010. "Periodically collapsing bubbles in the German stock market, 1876-1913," Applied Economics Letters, Taylor and Francis Journals, vol. 17(9), pages 907-908.
- Meen, Geoffrey, 2002. "The Time-Series Behavior of House Prices: A Transatlantic Divide?," Journal of Housing Economics, Elsevier, vol. 11(1), pages 1-23, March.
- LeRoy, Stephen F & Porter, Richard D, 1981. "The Present-Value Relation: Tests Based on Implied Variance Bounds," Econometrica, Econometric Society, vol. 49(3), pages 555-74, May.
- Campbell, John & Shiller, Robert, 1987.
"Cointegration and Tests of Present Value Models,"
3122490, Harvard University Department of Economics.
- John Y. Campbell & Robert J. Shiller, 1988. "Cointegration and Tests of Present Value Models," NBER Working Papers 1885, National Bureau of Economic Research, Inc.
- John Y. Campbell & Robert J. Shiller, 1986. "Cointegration and Tests of Present Value Models," Cowles Foundation Discussion Papers 785, Cowles Foundation for Research in Economics, Yale University.
- D. COLANDER & al., 2010.
"The Financial Crisis and the Systemic Failure of Academic Economics,"
N.P. Redaktsiya zhurnala "Voprosy Economiki", vol. 6.
- David Colander & Hans Föllmer & Armin Haas & Michael Goldberg & Katarina Juselius & Alan Kirman & Thomas Lux & Brigitte Sloth, 2009. "The Financial Crisis and the Systemic Failure of Academic Economics," Middlebury College Working Paper Series 0901, Middlebury College, Department of Economics.
- David Colander & Hans Föllmer & Armin Haas & Michael Goldberg & Katarina Juselius & Alan Kirman & Thomas Lux & Birgitte Sloth, 2009. "The Financial Crisis and the Systemic Failure of Academic Economics," Discussion Papers 09-03, University of Copenhagen. Department of Economics.
- David Colander & Hans Föllmer & Armin Haas & Michael Goldberg & Katarina Juselius & Alan Kirman & Thomas Lux & Brigitte Sloth, 2009. "The Financial Crisis and the Systemic Failure of Academic Economics," Kiel Working Papers 1489, Kiel Institute for the World Economy.
- Goodhart, Charles & Hofmann, Boris, 2008.
"House Prices, Money, Credit and the Macroeconomy,"
Working Paper Series
0888, European Central Bank.
- Christian Dreger & Konstantin A. Kholodilin, 2011. "An Early Warning System to Predict the House Price Bubbles," Discussion Papers of DIW Berlin 1142, DIW Berlin, German Institute for Economic Research.
- Charles Himmelberg & Christopher Mayer & Todd Sinai, 2005.
"Assessing High House Prices: Bubbles, Fundamentals and Misperceptions,"
Journal of Economic Perspectives,
American Economic Association, vol. 19(4), pages 67-92, Fall.
- Charles Himmelberg & Christopher Mayer & Todd Sinai, 2005. "Assessing High House Prices: Bubbles, Fundamentals, and Misperceptions," NBER Working Papers 11643, National Bureau of Economic Research, Inc.
- Charles Himmelberg & Christopher Mayer & Todd Sinai, 2005. "Assessing high house prices: bubbles, fundamentals, and misperceptions," Staff Reports 218, Federal Reserve Bank of New York.
- Jarociński, Marek & Smets, Frank, 2008.
"House Prices and the stance of Monetary Policy,"
Working Paper Series
0891, European Central Bank.
- Evans, George W, 1991. "Pitfalls in Testing for Explosive Bubbles in Asset Prices," American Economic Review, American Economic Association, vol. 81(4), pages 922-30, September.
- repec:wop:humbsf:2002-41 is not listed on IDEAS
- Demary, Markus, 2009. "The Link between Output, Inflation, Monetary Policy and Housing Price Dynamics," MPRA Paper 15978, University Library of Munich, Germany.
- Refet Gurkaynak, 2005.
"Econometric Tests of Asset Price Bubbles: Taking Stock,"
- Refet S. Gürkaynak, 2005. "Econometric tests of asset price bubbles: taking stock," Finance and Economics Discussion Series 2005-04, Board of Governors of the Federal Reserve System (U.S.).
- Wu, Yangru, 1995. "Are there rational bubbles in foreign exchange markets? Evidence from an alternative test," Journal of International Money and Finance, Elsevier, vol. 14(1), pages 27-46, February.
- Kurt Hornik & Friedrich Leisch & Christian Kleiber & Achim Zeileis, 2005.
"Monitoring structural change in dynamic econometric models,"
Journal of Applied Econometrics,
John Wiley & Sons, Ltd., vol. 20(1), pages 99-121.
- Zeileis, Achim & Leisch, Friedrich & Kleiber, Christian & Hornik, Kurt, 2002. "Monitoring structural change in dynamic econometric models," Technical Reports 2002,07, Technische Universität Dortmund, Sonderforschungsbereich 475: Komplexitätsreduktion in multivariaten Datenstrukturen.
- Yuliya Demyanyk & Otto Van Hemert, 2011. "Understanding the Subprime Mortgage Crisis," Review of Financial Studies, Society for Financial Studies, vol. 24(6), pages 1848-1880.
- Kizys, Renatas & Pierdzioch, Christian, 2009. "Changes in the international comovement of stock returns and asymmetric macroeconomic shocks," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 19(2), pages 289-305, April.
- repec:fip:fedhpr:y:2008:i:may:p:171-192 is not listed on IDEAS
- Christian Dreger & Jürgen Wolters, 2009. "Geldpolitik und Vermögensmärkte," Vierteljahrshefte zur Wirtschaftsforschung / Quarterly Journal of Economic Research, DIW Berlin, German Institute for Economic Research, vol. 78(1), pages 56-65.
- E. Andersson, 2002. "Monitoring cyclical processes. A non-parametric approach," Journal of Applied Statistics, Taylor and Francis Journals, vol. 29(7), pages 973-990.
- Oliver Hülsewig & Timo Wollmershäuser, 2006. "Makroökonomische Bedeutung von Vermögenspreisblase: Eine Event-Studie für die G4-Länder," Ifo Schnelldienst, Ifo Institute for Economic Research at the University of Munich, vol. 59(19), pages 13-33, October.
- Jonathan McCarthy & Richard W. Peach, 2004. "Are home prices the next "bubble"?," Economic Policy Review, Federal Reserve Bank of New York, issue Dec, pages 1-17.
- Taylor, Mark P. & Peel, David A., 1998. "Periodically collapsing stock price bubbles: a robust test," Economics Letters, Elsevier, vol. 61(2), pages 221-228, November.
- Diba, Behzad T & Grossman, Herschel I, 1988. "Explosive Rational Bubbles in Stock Prices?," American Economic Review, American Economic Association, vol. 78(3), pages 520-30, June.
- Knoth, Sven, 2002. "Statistical process control," SFB 373 Discussion Papers 2002,41, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes.
- Ansgar Belke & Walter Orth & Ralph Setzer, 2008. "Sowing the seeds for the subprime crisis: does global liquidity matter for housing and other asset prices?," International Economics and Economic Policy, Springer, vol. 5(4), pages 403-424, December.
- Blondell, David, et al, 2002. " Detection of Financial Time Series Turning Points: A New CUSUM Approach Applied to IPO Cycles," Review of Quantitative Finance and Accounting, Springer, vol. 18(3), pages 293-315, May.
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