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 CESifo Group Munich in its series CESifo Working Paper Series with number 3962.
Date of creation: 2012
Date of revision:
statistical process control; real estate; asset prices bubbles; early warning systems;
Other versions of this item:
- Berlemann, Michael & Freese, Julia & Knoth, Sven, 2012. "Eyes Wide Shut? The U.S. House Market Bubble through the Lense of Statistical Process Control," Working Paper 124/2012, Helmut Schmidt University, Hamburg.
- C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
- E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
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.:
- Campbell, John Y & Shiller, Robert J, 1987.
"Cointegration and Tests of Present Value Models,"
Journal of Political Economy,
University of Chicago Press, vol. 95(5), pages 1062-88, October.
- Campbell, John & Shiller, Robert, 1987. "Cointegration and Tests of Present Value Models," Scholarly Articles 3122490, Harvard University Department of Economics.
- John Y. Campbell & Robert J. Shiller, 1986. "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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- Simon van Norden & Huntley Schaller, 2002.
"Fads or bubbles?,"
Springer, vol. 27(2), pages 335-362.
- 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," Staff Reports 218, Federal Reserve Bank of New York.
- 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.
- 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.
- Marek Jarocinski & Frank R. Smets, 2008.
"House prices and the stance of monetary policy,"
Federal Reserve Bank of St. Louis, issue Jul, pages 339-366.
- 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.).
- Refet Gurkaynak, 2005. "Econometric Tests of Asset Price Bubbles: Taking Stock," Finance 0504008, EconWPA.
- 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.
- D. COLANDER & al., 2010. "The Financial Crisis and the Systemic Failure of Academic Economics," VOPROSY ECONOMIKI, N.P. Redaktsiya zhurnala "Voprosy Economiki", vol. 6.
- 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.
- Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
- repec:wop:humbsf:2002-41 is not listed on IDEAS
- 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.
- Charles Goodhart & Boris Hofmann, 2008.
"House prices, money, credit, and the�macroeconomy,"
Oxford Review of Economic Policy,
Oxford University Press, vol. 24(1), pages 180-205, spring.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- Christian Pierdzioch, 2010. "Periodically collapsing bubbles in the German stock market, 1876-1913," Applied Economics Letters, Taylor & Francis Journals, vol. 17(9), pages 907-908.
- Hartmann, Daniel & Kempa, Bernd & Pierdzioch, Christian, 2006.
"Economic and Financial Crises and the Predictability of U.S. Stock Returns,"
561, University Library of Munich, Germany.
- 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.
- 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.
- Demary, Markus, 2009. "The Link between Output, Inflation, Monetary Policy and Housing Price Dynamics," MPRA Paper 15978, University Library of Munich, Germany.
- 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.
- 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.
- E. Andersson, 2002. "Monitoring cyclical processes. A non-parametric approach," Journal of Applied Statistics, Taylor & Francis Journals, vol. 29(7), pages 973-990.
- Dumitriu, Ramona & Stefanescu, Razvan, 2014.
"Perspective ale ţintirii inflaţiei
[Perspectives of the Inflation Targeting]," MPRA Paper 52943, University Library of Munich, Germany, revised 14 Jan 2014.
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