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Age, Time, Vintage, and Price Indexes: Measuring the Depreciation Pattern of Houses

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  • Iqbal Syed

    (School of Economics and CAER, UNSW Business School, UNSW)

  • Jan de Haan

    (Statistics Netherlands and Delft University of Technology, The Netherlands)

Abstract

Age, time and vintage are key determinants of house prices, yet they cannot be included together linearly or as dichotomous variables in hedonic regressions as construction time + age of house = sale time. We introduce a method where the estimates of the age, time and vintage effects on prices are obtained in a flexible manner, without requiring us to specify a pre-determined functional form for either of these variables. Applying our method to Dutch data, we find that the estimated depreciation pattern over the life of houses does not follow the functional forms typically specified for the age of houses in hedonic regressions.

Suggested Citation

  • Iqbal Syed & Jan de Haan, 2016. "Age, Time, Vintage, and Price Indexes: Measuring the Depreciation Pattern of Houses," Discussion Papers 2016-01, School of Economics, The University of New South Wales.
    • Handle: RePEc:swe:wpaper:2016-01
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    1. Feldstein, Martin S & Rothschild, Michael, 1974. "Towards an Economic Theory of Replacement Investment," Econometrica, Econometric Society, vol. 42(3), pages 393-423, May.
    2. Jorgenson, Dale W, 1996. "Empirical Studies of Depreciation," Economic Inquiry, Western Economic Association International, vol. 34(1), pages 24-42, January.
    3. Ivancic, Lorraine & Erwin Diewert, W. & Fox, Kevin J., 2011. "Scanner data, time aggregation and the construction of price indexes," Journal of Econometrics, Elsevier, vol. 161(1), pages 24-35, March.
    4. G. Sirmans & Lynn MacDonald & David Macpherson & Emily Zietz, 2006. "The Value of Housing Characteristics: A Meta Analysis," The Journal of Real Estate Finance and Economics, Springer, vol. 33(3), pages 215-240, November.
    5. Fernando Ferreira & Joseph Gyourko, 2015. "A New Look at the U.S. Foreclosure Crisis: Panel Data Evidence of Prime and Subprime Borrowers from 1997 to 2012," NBER Working Papers 21261, National Bureau of Economic Research, Inc.
    6. W. Erwin Diewert & Saeed Heravi & Mick Silver, 2009. "Hedonic Imputation versus Time Dummy Hedonic Indexes," NBER Chapters, in: Price Index Concepts and Measurement, pages 161-196, National Bureau of Economic Research, Inc.
    7. Seow Eng Ong & Kim Hin David Ho & Chai Hoon Lim, 2003. "A Constant-quality Price Index for Resale Public Housing Flats in Singapore," Urban Studies, Urban Studies Journal Limited, vol. 40(13), pages 2705-2729, December.
    8. Timothy J. Dixon & Neil Crosby & Victoria K. Law, 1999. "A critical review of methodologies for measuring rental depreciation applied to UK commercial real estate," Journal of Property Research, Taylor & Francis Journals, vol. 16(2), pages 153-180, January.
    9. Fox, Kevin J. & Syed, Iqbal A., 2016. "Price discounts and the measurement of inflation," Journal of Econometrics, Elsevier, vol. 191(2), pages 398-406.
    10. 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.
    11. Chinloy, Peter, 1979. "The estimation of net depreciation rates on housing," Journal of Urban Economics, Elsevier, vol. 6(4), pages 432-443, October.
    12. W. Erwin Diewert & Jan de Haan & Rens Hendriks, 2015. "Hedonic Regressions and the Decomposition of a House Price Index into Land and Structure Components," Econometric Reviews, Taylor & Francis Journals, vol. 34(1-2), pages 106-126, February.
    13. David J. McKenzie, 2006. "Disentangling Age, Cohort and Time Effects in the Additive Model," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 68(4), pages 473-495, August.
    14. Diewert, W Erwin, 1978. "Superlative Index Numbers and Consistency in Aggregation," Econometrica, Econometric Society, vol. 46(4), pages 883-900, July.
    15. Jan de Haan & Frances Krsinich, 2014. "Scanner Data and the Treatment of Quality Change in Nonrevisable Price Indexes," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 32(3), pages 341-358, July.
    16. Kennedy, Peter E, 1981. "Estimation with Correctly Interpreted Dummy Variables in Semilogarithmic Equations [The Interpretation of Dummy Variables in Semilogarithmic Equations]," American Economic Review, American Economic Association, vol. 71(4), pages 801-801, September.
    17. Roger E. Cannaday & Mark A. Sunderman, 1986. "Estimation of Depreciation for Single‐Family Appraisals," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 14(2), pages 255-273, June.
    18. Coulson, N. Edward & McMillen, Daniel P., 2008. "Estimating time, age and vintage effects in housing prices," Journal of Housing Economics, Elsevier, vol. 17(2), pages 138-151, June.
    19. Ariel Pakes, 2003. "A Reconsideration of Hedonic Price Indexes with an Application to PC's," American Economic Review, American Economic Association, vol. 93(5), pages 1578-1596, December.
    20. R. Carter Hill & J. R. Knight & C. F. Sirmans, 1997. "Estimating Capital Asset Price Indexes," The Review of Economics and Statistics, MIT Press, vol. 79(2), pages 226-233, May.
    21. Robert J. Hill, 2013. "Hedonic Price Indexes For Residential Housing: A Survey, Evaluation And Taxonomy," Journal of Economic Surveys, Wiley Blackwell, vol. 27(5), pages 879-914, December.
    22. Thorsnes, Paul, 1997. "Consistent Estimates of the Elasticity of Substitution between Land and Non-Land Inputs in the Production of Housing," Journal of Urban Economics, Elsevier, vol. 42(1), pages 98-108, July.
    23. Kevin J, Fox. & Iqbal A. Syed, 2016. "Price Discounts and the Measurement of Inflation: Further Results," Discussion Papers 2016-05, School of Economics, The University of New South Wales.
    24. Hulten, Charles R & Wykoff, Frank C, 1996. "Issues in the Measurement of Economic Depreciation: Introductory Remarks," Economic Inquiry, Western Economic Association International, vol. 34(1), pages 10-23, January.
    25. Silver, Mick & Heravi, Saeed, 2007. "The Difference Between Hedonic Imputation Indexes and Time Dummy Hedonic Indexes," Journal of Business & Economic Statistics, American Statistical Association, vol. 25, pages 239-246, April.
    26. Englund, Peter & Quigley, John M. & Redfearn, Christian L., 1998. "Improved Price Indexes for Real Estate: Measuring the Course of Swedish Housing Prices," Journal of Urban Economics, Elsevier, vol. 44(2), pages 171-196, September.
    27. Wilhelmsson, Mats, 2008. "House price depreciation rates and level of maintenance," Journal of Housing Economics, Elsevier, vol. 17(1), pages 88-101, March.
    28. Case, Bradford & Quigley, John M, 1991. "The Dynamics of Real Estate Prices," The Review of Economics and Statistics, MIT Press, vol. 73(1), pages 50-58, February.
    29. Ernst R. Berndt & Neal J. Rappaport, 2001. "Price and Quality of Desktop and Mobile Personal Computers: A Quarter-Century Historical Overview," American Economic Review, American Economic Association, vol. 91(2), pages 268-273, May.
    30. Stephen Malpezzi & Larry Ozanne & Thomas G. Thibodeau, 1987. "Microeconomic Estimates of Housing Depreciation," Land Economics, University of Wisconsin Press, vol. 63(4), pages 372-385.
    31. Jeffrey D. Fisher & Brent C Smith & Jerrold J. Stern & R. Brian Webb, 2005. "Analysis of Economic Depreciation for Multi-Family Property," Journal of Real Estate Research, American Real Estate Society, vol. 27(4), pages 355-370.
    32. K. Chau & S. Wong & C. Yiu, 2005. "Adjusting for Non-Linear Age Effects in the Repeat Sales Index," The Journal of Real Estate Finance and Economics, Springer, vol. 31(2), pages 137-153, September.
    33. W. Erwin Diewert & John S. Greenlees & Charles R. Hulten, 2009. "Price Index Concepts and Measurement," NBER Books, National Bureau of Economic Research, Inc, number diew08-1.
    34. Eurostat, 2013. "Handbook on Residential Property Prices Indices," World Bank Publications - Books, The World Bank Group, number 17280.
    35. Harding, John P. & Rosenthal, Stuart S. & Sirmans, C.F., 2007. "Depreciation of housing capital, maintenance, and house price inflation: Estimates from a repeat sales model," Journal of Urban Economics, Elsevier, vol. 61(2), pages 193-217, March.
    36. Diewert, W. E., 1976. "Exact and superlative index numbers," Journal of Econometrics, Elsevier, vol. 4(2), pages 115-145, May.
    37. Hulten, Charles R. & Wykoff, Frank C., 1981. "The estimation of economic depreciation using vintage asset prices : An application of the Box-Cox power transformation," Journal of Econometrics, Elsevier, vol. 15(3), pages 367-396, April.
    38. Brent C Smith, 2004. "Economic Depreciation of Residential Real Estate: Microlevel Space and Time Analysis," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 32(1), pages 161-180, March.
    39. Redfearn, Christian L., 2009. "How informative are average effects? Hedonic regression and amenity capitalization in complex urban housing markets," Regional Science and Urban Economics, Elsevier, vol. 39(3), pages 297-306, May.
    40. Iqbal Syed, 2010. "Consistency of Hedonic Price Indexes with Unobserved Characteristics," Discussion Papers 2010-03, School of Economics, The University of New South Wales.
    41. Alicia N. Rambaldi & Cameron S. Fletcher, 2014. "Hedonic Imputed Property Price Indexes: The Effects of Econometric Modeling Choices," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(S2), pages 423-448, November.
    42. Clapp, John M. & Giaccotto, Carmelo, 1998. "Residential Hedonic Models: A Rational Expectations Approach to Age Effects," Journal of Urban Economics, Elsevier, vol. 44(3), pages 415-437, November.
    43. R. E. Hall, 1968. "Technical Change and Capital from the Point of View of the Dual," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 35(1), pages 35-46.
    44. Tim Erickson & Ariel Pakes, 2011. "An Experimental Component Index for the CPI: From Annual Computer Data to Monthly Data on Other Goods," American Economic Review, American Economic Association, vol. 101(5), pages 1707-1738, August.
    45. de Haan, Jan & van der Grient, Heymerik A., 2011. "Eliminating chain drift in price indexes based on scanner data," Journal of Econometrics, Elsevier, vol. 161(1), pages 36-46, March.
    46. Robert J. Hill, 2006. "When Does Chaining Reduce The Paasche–Laspeyres Spread? An Application To Scanner Data," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 52(2), pages 309-325, June.
    47. Knight, John R. & Sirmans, C. F., 1996. "Depreciation, Maintenance, and Housing Prices," Journal of Housing Economics, Elsevier, vol. 5(4), pages 369-389, December.
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    More about this item

    Keywords

    Age-price profile; capital formation; hedonic regressions; GEKS index;
    All these keywords.

    JEL classification:

    • C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
    • E01 - Macroeconomics and Monetary Economics - - General - - - Measurement and Data on National Income and Product Accounts and Wealth; Environmental Accounts
    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • R31 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Housing Supply and Markets

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