Measuring a Boom and Bust: The Sydney Housing Market 2001-2006
AbstractThe Sydney housing market peaked in 2003. The period 2001-2006 is, therefore, of particular interest since it captures a boom and bust in the housing market. We compute hedonic, repeat-sales and median price indexes for five regions in Sydney over this period. While the three approaches are in broad agreement regarding the timing of the turning point in the housing market, some important differences also emerge. In particular, we find evidence of sample selection bias in our hedonic and repeat-sales data sets, which in turn seems to generate bias (although in opposite directions) in our hedonic and repeat-sales indexes. The median indexes also may be biased as a result of an apparent decline in the average quality of houses sold in the latter part of the sample. Although in this case the repeat-sales indexes seem to generate the most reliable results, we nevertheless in general favor the hedonic approach. We also find evidence of convergence in prices across regions during the boom and divergence in the subsequent bust.
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Bibliographic InfoPaper provided by School of Economics, The University of New South Wales in its series Discussion Papers with number 2009-08.
Length: 29 pages
Date of creation: May 2009
Date of revision:
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More information through EDIRC
House prices; Price index; Hedonic regression; Repeat-Sales index; Sample selection bias; Convergence;
Other versions of this item:
- Hill, Robert J. & Melser, Daniel & Syed, Iqbal, 2009. "Measuring a boom and bust: The Sydney housing market 2001-2006," Journal of Housing Economics, Elsevier, vol. 18(3), pages 193-205, September.
- C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
- C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
- E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
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- Sala-i-martin, X., 1995.
"The Classical Approach to Convergence Analysis,"
734, Yale - Economic Growth Center.
- Sala-i-Martin, Xavier, 1995. "The Classical Approach to Convergence Analysis," CEPR Discussion Papers 1254, C.E.P.R. Discussion Papers.
- Xavier Sala-i-Martin, 1995. "The classical approach to convergence analysis," Economics Working Papers 117, Department of Economics and Business, Universitat Pompeu Fabra.
- Bourassa, Steven C. & Hoesli, Martin & Sun, Jian, 2006.
"A simple alternative house price index method,"
Journal of Housing Economics,
Elsevier, vol. 15(1), pages 80-97, March.
- Robert J. Shiller, 2008.
"Derivatives Markets for Home Prices,"
NBER Working Papers
13962, National Bureau of Economic Research, Inc.
- Case, Karl E & Shiller, Robert J, 1989.
"The Efficiency of the Market for Single-Family Homes,"
American Economic Review,
American Economic Association, vol. 79(1), pages 125-37, March.
- Karl E. Case & Robert J. Shiller, 1989. "The Efficiency of the Market for Single-Family Homes," NBER Working Papers 2506, National Bureau of Economic Research, Inc.
- Gatzlaff, Dean H & Haurin, Donald R, 1997. "Sample Selection Bias and Repeat-Sales Index Estimates," The Journal of Real Estate Finance and Economics, Springer, vol. 14(1-2), pages 33-50, Jan.-Marc.
- de Vries, Paul & de Haan, Jan & van der Wal, Erna & Mariën, Gust, 2009. "A house price index based on the SPAR method," Journal of Housing Economics, Elsevier, vol. 18(3), pages 214-223, September.
- Goetzmann, William Nelson, 1992.
"The Accuracy of Real Estate Indices: Repeat Sale Estimators,"
The Journal of Real Estate Finance and Economics,
Springer, vol. 5(1), pages 5-53, March.
- Goetzmann, W.N., 1990. "The Accuracy Of Real Estimate Indices: Repeat Sale Estimators," Papers fb-_90-17, Columbia - Graduate School of Business.
- Basu, Sabyasachi & Thibodeau, Thomas G, 1998. "Analysis of Spatial Autocorrelation in House Prices," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 61-85, July.
- Kees Jan Van Garderen & Chandra Shah, 2002. "Exact interpretation of dummy variables in semilogarithmic equations," Econometrics Journal, Royal Economic Society, vol. 5(1), pages 149-159, June.
- Steele, Marion & Goy, Richard, 1997. "Short Holds, the Distributions of First and Second Sales, and Bias in the Repeat-Sales Price Index," The Journal of Real Estate Finance and Economics, Springer, vol. 14(1-2), pages 133-54, Jan.-Marc.
- Robert J. Hill & Daniel Melser, 2008. "Hedonic Imputation And The Price Index Problem: An Application To Housing," Economic Inquiry, Western Economic Association International, vol. 46(4), pages 593-609, October.
- Rosen, Sherwin, 1974. "Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition," Journal of Political Economy, University of Chicago Press, vol. 82(1), pages 34-55, Jan.-Feb..
- Iqbal Syed & Robert J. Hill & Daniel Melser, 2008. "Flexible Spatial and Temporal Hedonic Price Indexes for Housing in the Presence of Missing Data," Discussion Papers 2008-14, School of Economics, The University of New South Wales.
- Meese, Richard A & Wallace, Nancy E, 1997. "The Construction of Residential Housing Price Indices: A Comparison of Repeat-Sales, Hedonic-Regression and Hybrid Approaches," The Journal of Real Estate Finance and Economics, Springer, vol. 14(1-2), pages 51-73, Jan.-Marc.
- Eric Clapham & Peter Englund & John M. Quigley & Christian L. Redfearn, 2006.
"Revisiting the Past and Settling the Score: Index Revision for House Price Derivatives,"
Real Estate Economics,
American Real Estate and Urban Economics Association, vol. 34(2), pages 275-302, 06.
- Clapham, Eric & Englund, Peter & Quigley, John M. & Redfearn, Christian L., 2007. "Revisiting the Past and Settling the Score: Index Revision for House Price Derivatives," Berkeley Program on Housing and Urban Policy, Working Paper Series qt1m2340dt, Berkeley Program on Housing and Urban Policy.
- Gatzlaff, Dean H. & Haurin, Donald R., 1998. "Sample Selection and Biases in Local House Value Indices," Journal of Urban Economics, Elsevier, vol. 43(2), pages 199-222, March.
- Clapp, John M & Giaccotto, Carmelo, 1992. "Estimating Price Trends for Residential Property: A Comparison of Repeat Sales and Assessed Value Methods," The Journal of Real Estate Finance and Economics, Springer, vol. 5(4), pages 357-74, December.
- Kelvin J. Lancaster, 1966. "A New Approach to Consumer Theory," Journal of Political Economy, University of Chicago Press, vol. 74, pages 132.
- Jack Triplett, 2004. "Handbook on Hedonic Indexes and Quality Adjustments in Price Indexes: Special Application to Information Technology Products," OECD Science, Technology and Industry Working Papers 2004/9, OECD Publishing.
- K. K. Lancaster, 2010. "A New Approach to Consumer Theory," Levine's Working Paper Archive 1385, David K. Levine.
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