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Abstract

This article reviews the state of the art in real estate price indexing and the state of knowledge about real estate price dynamics, with a focus on investment property, or income-generating commercial property. Investment properties form a large component of the national wealth and of capital markets and represent a major investment asset class. They are characterized by various types of heterogeneity, including among assets, markets, and data sources, making the study of real estate pricing uniquely challenging. Yet in recent decades, urban economists and econometricians have pioneered major new price indexing methodologies that, combined with new types of data sources, are shedding light on the nature of commercial property price dynamics, revealing both important commonalities and unique differences compared with equities and fixed-income securities pricing.

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2015-12-07
2024-10-10
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Literature Cited

  1. Abraham JM, Schauman WS. 1991. New evidence on home prices from Freddie Mac repeat sales. Real Estate Econ. 19:333–52 [Google Scholar]
  2. Ang A, Nabar N, Wald S. 2013. Searching for a common factor in public and private real estate returns. J. Portf. Manag. 39:120–33 [Google Scholar]
  3. Bailey MJ, Muth RF, Nourse HO. 1963. A regression method for real estate price index construction. J. Am. Stat. Assoc. 58:933–42 [Google Scholar]
  4. Barkham R, Geltner D. 1995. Price discovery in American and British property markets. Real Estate Econ. 23:21–44 [Google Scholar]
  5. BEA (Bur. Econ. Anal.) 2015. Balance sheets for national assets. Table 2600, Bur. Econ. Anal., US Dep. Commer., Washington, DC. http://www.bea.gov/national/sna.htm [Google Scholar]
  6. Bokhari S, Geltner D. 2012. Estimating real estate price movements for high frequency tradable indexes in a scarce data environment. J. Real Estate Finance Econ. 45:522–43 [Google Scholar]
  7. Bond S, Chang Q. 2013. REITs and the private real estate market. Alternative Investments: Instruments, Performance, Benchmarks, and Strategies HK Baker, G Filbeck 79–98 Hoboken, NJ:: John Wiley & Sons [Google Scholar]
  8. Bryan T, Colwell P. 1982. Housing price indices. Res. Real Estate 2:57–84 [Google Scholar]
  9. Calhoun CA. 1991. Estimating changes in housing values from repeat transactions Presented at Intl. Meet. West. Econ. Assoc., Seattle [Google Scholar]
  10. Calhoun CA. 1996. OFHEO house price indexes: HPI technical description Fed. Hous. Finance Agency, Washington, DC. http://www.fhfa.gov/PolicyProgramsResearch/Research/PaperDocuments/1996-03_HPI_TechDescription_N508.pdf [Google Scholar]
  11. Case B, Pollakowski H, Wachter S. 1991. On choosing between house price index methodologies. Real Estate Econ. 19:286–307 [Google Scholar]
  12. Case B, Quigley JM. 1991. The dynamics of real estate prices. Rev. Econ. Stat. 22:50–58 [Google Scholar]
  13. Case K, Shiller R. 1987. Prices of single family homes since 1970: new indexes for four cities Work. Pap. 2393, Natl. Bur. Econ. Res., Cambridge, MA [Google Scholar]
  14. Case K, Shiller R. 1989. The efficiency of the market for single-family homes. Am. Econ. Rev. 79:125–37 [Google Scholar]
  15. Chegut A, Eichholtz P, Rodrigues P. 2015. Spatial dependence in international office markets. J. Real Estate Finance Econ. 51:317–50 [Google Scholar]
  16. Clapham E, Englund P, Quigley JM, Redfearn CL. 2006. Revisiting the past and settling the score: index revision for house price derivatives. Real Estate Econ. 34:275–302 [Google Scholar]
  17. Clapp JM, Giaccotto C. 1992. Estimating price trends for residential property: a comparison of repeat sales and assessed value methods. J. Real Estate Finance Econ. 5:357–74 [Google Scholar]
  18. Clapp JM, Giaccotto C. 1998. Price indices based on the hedonic repeat-sale method: application to the housing market. J. Real Estate Finance Econ. 16:5–26 [Google Scholar]
  19. Clayton J, MacKinnon G. 2001. The time-varying nature of the link between REIT, real estate and financial asset returns. J. Real Estate Portf. Manag. 7:43–54 [Google Scholar]
  20. CoStar Group 2014. CoStar Commercial Repeat-Sale Indices Washington, DC: CoStar Group, Inc http://costargroup.com/costar-news/ccrsi [Google Scholar]
  21. Court A. 1939. Hedonic price indexes with automotive examples. The Dynamics of Automobile Demand99–123 New York, NY: General Motors Corp. [Google Scholar]
  22. Davis MA, Palumbo MG. 2008. The price of residential land in large US cities. J. Urban Econ. 63:352–84 [Google Scholar]
  23. de Haan J, Diewert WE. 2011. Handbook on Residential Property Price Indices Luxembourg: Eurostat http://ec.europa.eu/eurostat/documents/3859598/5925925/KS-RA-12-022-EN.PDF [Google Scholar]
  24. Deng Y, McMillen D, Sing TF. 2011. Private residential price indices in Singapore: a matching approach. Reg. Sci. Urban Econ. 42:485–94 [Google Scholar]
  25. Devaney S, Diaz RM. 2011. Transaction based indices for the UK commercial real estate market: an exploration using IPD transaction data. J. Prop. Res. 28:269–82 [Google Scholar]
  26. Diewert WE, Shimizu C. 2013. Residential property price indexes for Tokyo Work. Pap., Sch. Econ., Univ. B.C. [Google Scholar]
  27. Elonen K. 2013. Tracking and trading commercial real estate through REIT-based pure-play portfolios: the European case MS Thesis, Mass. Inst. Technol., Cambridge, MA [Google Scholar]
  28. Fama E, French K. 1992. The cross-section of expected stock returns. J. Finance 47:427–65 [Google Scholar]
  29. Fama E, French K. 2004. The capital asset pricing model: theory and evidence. J. Econ. Perspect. 18:25–46 [Google Scholar]
  30. Firstenberg P, Ross S, Zisler R. 1988. Real estate: the whole story. J. Portf. Manag. 14:22–34 [Google Scholar]
  31. Fisher J, Gatzlaff D, Geltner D, Haurin D. 2003. Controlling for the impact of variable liquidity in commercial real estate price indices. Real Estate Econ. 31:269–303 [Google Scholar]
  32. Fisher J, Geltner D, Pollakowski H. 2007. A quarterly transactions-based index of institutional real estate investment performance and movements in supply and demand. J. Real Estate Finance Econ. 34:5–33 [Google Scholar]
  33. Fisher J, Geltner D, Webb RB. 1994. Value indices of commercial real estate: a comparison of index construction methods. J. Real Estate Finance Econ. 9:137–64 [Google Scholar]
  34. Florance AC, Miller NG, Peng R, Spivey J. 2010. Slicing, dicing and scoping the size of the U.S. commercial real estate market. J. Real Estate Portf. Manag. 16:101–18 [Google Scholar]
  35. Francke M. 2008. The hierarchical trend model. Mass Appraisal Methods: An International Perspective for Property Valuers T Kauko, M Damato 164–80 Oxford, UK: Wiley-Blackwell [Google Scholar]
  36. Francke M. 2010. Repeat sales index for thin markets: a structural time series approach. J. Real Estate Finance Econ. 41:24–52 [Google Scholar]
  37. Francke M, Vos GA. 2004. The hierarchical trend model for property valuation and local price indices. J. Real Estate Finance Econ. 28:179–208 [Google Scholar]
  38. FRB (Fed. Reserve Board) 2014. Financial accounts of the United States: flow of funds, balance sheets, and integrated macroeconomic accounts. Stat. Release Z.1, Board Gov. Fed. Reserve Syst., Washington, DC. http://www.federalreserve.gov/Releases/Z1/ [Google Scholar]
  39. Gatzlaff D, Geltner D. 1998. A transaction-based index of commercial property and its comparison to the NCREIF Index. Real Estate Finance 15:7–22 [Google Scholar]
  40. Gatzlaff D, Haurin D. 1997. Sample selection bias and repeat sale index estimates. J. Real Estate Finance Econ. 14:33–50 [Google Scholar]
  41. Gatzlaff D, Haurin D. 1998. Sample selection and biases in local house value indices. J. Urban Econ. 43:199–222 [Google Scholar]
  42. Gatzlaff D, Holmes C. 2013. Estimating transaction-based price indices of local commercial real estate markets using public assessment data. J. Real Estate Finance Econ. 46:260–81 [Google Scholar]
  43. Geltner D. 1989. Estimating real estate's systematic risk from aggregate level appraisal-based returns. Real Estate Econ. 17:463–81 [Google Scholar]
  44. Geltner D. 2012. Commercial real estate and the 1990–91 recession in the United States Presented at Worksh., Real Estate Driven Systemic Risk: Country Cases & Their Policy Implications, Korea Dev. Inst., Dec. 13–14, 2012, Seoul, South Korea [Google Scholar]
  45. Geltner D, Goetzmann W. 2000. Two decades of commercial property returns: a repeated-measures regression-based version of the NCREIF Index. J. Real Estate Finance Econ. 21:5–21 [Google Scholar]
  46. Geltner D, MacGregor B, Schwann G. 2003. Appraisal smoothing and price discovery in real estate markets. Urban Stud. 40:1047–64 [Google Scholar]
  47. Geltner D, Mei JP. 1995. The present value model with time varying discount rates: implications for commercial property valuation and investment decisions. J. Real Estate Finance Econ. 11:119–35 [Google Scholar]
  48. Geltner D, Miller N. 2001. Commercial Real Estate Analysis and Investments Mason, OH: Prentice Hall [Google Scholar]
  49. Geltner D, Miller N, Clayton J, Eichholtz P. 2014. Commercial Real Estate Analysis and Investments Mason, OH: OnCourse Learn., 3rd ed.. [Google Scholar]
  50. Geltner D, Young M, Graff R. 1994. Random disaggregate appraisal error in commercial property: evidence from the Russell-NCREIF database. J. Real Estate Res. 9:403–19 [Google Scholar]
  51. Giliberto SM. 1992. The allocation of real estate to future mixed-asset institutional portfolios. J. Real Estate Res. 7:423–32 [Google Scholar]
  52. Giliberto SM, Mengden A. 1996. REITs and real estate: two markets reexamined. Real Estate Finance 13:56–60 [Google Scholar]
  53. Goetzmann W. 1992. The accuracy of real estate indices: repeat sale estimators. J. Real Estate Finance Econ. 5:5–54 [Google Scholar]
  54. Goetzmann W, Peng L. 2006. Estimating house price indexes in the presence of seller reservation prices. Rev. Econ. Stat. 88:100–12 [Google Scholar]
  55. Griliches Z, Adelman I. 1961. On an index of quality change. J. Am. Stat. Assoc. 56:535–48 [Google Scholar]
  56. Guo X, Zheng S, Geltner D, Liu H. 2014. A new approach for constructing home price indices: the pseudo repeat sales model and its application in China. J. Hous. Econ. 25:20–38 [Google Scholar]
  57. Gyourko J, Keim D. 1992. What does the stock market tell us about real estate returns?. Real Estate Econ. 20:457–86 [Google Scholar]
  58. Halvorsen R, Pollakowski H. 1981. Choice of functional form for hedonic price equations. J. Hous. Econ. 10:37–49 [Google Scholar]
  59. Hansz JA, Diaz J III. 2001. Valuation bias in commercial appraisal: a transaction price feedback experiment. Real Estate Econ. 29:553–65 [Google Scholar]
  60. Hartzell D, Heckman J, Miles M. 1986. Diversification categories in investment real estate. Real Estate Econ. 14:230–54 [Google Scholar]
  61. Hill R. 2013. Hedonic price indexes for residential housing: a survey, evaluation and taxonomy. J. Econ. Surv. 27:879–914 [Google Scholar]
  62. Hill R, Knight JR, Sirmans CF. 1997. Estimating capital asset price indexes. Rev. Econ. Stat. 79:226–33 [Google Scholar]
  63. Hodrick R, Prescott E. 1997. Postwar U.S. business cycles: an empirical investigation. J. Money Credit Bank. 29:1–16 [Google Scholar]
  64. Ibbotson R, Siegel L. 1984. Real estate returns: a comparison with other investments. Real Estate Econ. 12:219–42 [Google Scholar]
  65. Kain JF, Quigley JM. 1970. Measuring the value of housing quality. J. Am. Stat. Assoc. 65:532–48 [Google Scholar]
  66. Knight JR, Dombrow J, Sirmans CF. 1995. A varying parameters approach to constructing house price indexes. Real Estate Econ. 23:187–205 [Google Scholar]
  67. LeSage J, Pace RK. 2010. Introduction to Spatial Econometrics Boca Raton, FL: Chapman & Hall/CRC [Google Scholar]
  68. Ling D, Naranjo A. 1997. Economic risk factors and commercial real estate returns. J. Real Estate Finance Econ. 14:283–307 [Google Scholar]
  69. Liu C, Grissom T, Hartzell D. 1990. The impact of market imperfections on real estate returns and optimal investment portfolios. Real Estate Econ. 18:453–78 [Google Scholar]
  70. Liu C, Hartzell D, Grissom T, Grieg W. 1990. The composition of the market portfolio and real estate investment performance. Real Estate Econ. 18:49–75 [Google Scholar]
  71. Lusht KM. 1988. The real estate pricing puzzle. Real Estate Econ. 16:95–104 [Google Scholar]
  72. Lusht KM. 1997. Real Estate Valuation: Principles and Applications Chicago: Irwin [Google Scholar]
  73. McMillen DP. 2012. Repeat sales as a matching estimator. Real Estate Econ. 40:745–72 [Google Scholar]
  74. McMillen DP, Dombrow J. 2001. A flexible Fourier approach to repeat sales price indexes. Real Estate Econ. 29:207–25 [Google Scholar]
  75. Meese RA, Wallace NE. 1997. The construction of residential housing price indices: a comparison of repeat-sales, hedonic-regression, and hybrid approaches. J. Real Estate Finance Econ. 14:51–73 [Google Scholar]
  76. Miles M, Tolleson N. 1997. A revised look at how real estate compares with other major components of the domestic investment universe. Real Estate Finance 14:11–21 [Google Scholar]
  77. Munneke H, Slade B. 2000. An empirical study of sample selection bias in indices of commercial real estate. J. Real Estate Finance Econ. 21:45–64 [Google Scholar]
  78. Munneke H, Slade B. 2001. A metropolitan transaction-based commercial price index: a time-varying parameter approach. Real Estate Econ. 29:55–84 [Google Scholar]
  79. Pace RK, Barry R, Clapp J, Rodriquez M. 1998. Spatiotemporal autoregressive models of neighborhood effects. J. Real Estate Finance Econ. 17:15–33 [Google Scholar]
  80. Plazzi A, Torous W, Valkanov R. 2010. Expected returns and expected growth in rents of commercial real estate. Rev. Financ. Stud. 23:3469–519 [Google Scholar]
  81. Pollakowski H. 1982. Urban Housing Markets and Residential Location Lexington, MA: Lexington Books [Google Scholar]
  82. Quan D, Quigley J. 1989. Inferring an investment return series for real estate from observations on sales. Real Estate Econ. 17:218–30 [Google Scholar]
  83. Quan D, Quigley J. 1991. Price formation and the appraisal function in real estate markets. J. Real Estate Finance Econ. 4:127–46 [Google Scholar]
  84. Quigley JM. 1995. A simple hybrid model for estimating real estate price indexes. J. Hous. Econ. 4:1–12 [Google Scholar]
  85. Rosen S. 1974. Hedonic prices and implicit markets: product differentiation in pure competition. J. Polit. Econ. 82:34–55 [Google Scholar]
  86. Ross S, Zisler R. 1991. Risk and return in real estate. J. Real Estate Finance Econ. 4:175–90 [Google Scholar]
  87. Shiller R. 1981. Do stock prices move too much to be justified by subsequent changes in dividends?. Am. Econ. Rev. 71:421–36 [Google Scholar]
  88. Shiller R. 1991. Arithmetic repeat sales price estimators. J. Hous. Econ. 1:110–26 [Google Scholar]
  89. Shiller R. 1993. Macro Markets: Creating Institutions for Managing Society's Largest Economic Risk Oxford, UK: Oxford Univ. Press [Google Scholar]
  90. Shiller R. 2014. Online Data Robert Shiller http://www.econ.yale.edu/∼shiller/data.htm [Google Scholar]
  91. Shimizu C, Nishimura K. 2006. Biases in appraisal land price information: the case of Japan. J. Prop. Invest. Finance 24:150–75 [Google Scholar]
  92. Shimizu C, Nishimura. 2007. Pricing structure in Tokyo metropolitan land markets and its structural changes: pre-bubble, bubble, and post-bubble periods. J. Real Estate Finance Econ. 35:475–96 [Google Scholar]
  93. Shimizu C, Nishimura K, Watanabe T. 2010. Housing prices in Tokyo: a comparison of hedonic and repeat sales measures. Jahrb. Nationaloekon. Stat. 230:792–813 [Google Scholar]
  94. SIFMA 2014. Outstanding US Bond Market Debt Rep., Secur. Ind. Financ. Mark. Assoc., New York, NY [Google Scholar]
  95. Thibodeau TG. 1997. Introduction to special issue on house price indices. J. Real Estate Finance Econ. 14:5–9 [Google Scholar]
  96. Wheaton W. 1990. Vacancy, search, and prices in a housing market matching model. J. Polit. Econ. 98:1270–92 [Google Scholar]
  97. Yavas A, Yildirim Y. 2011. Price discovery in real estate markets: a dynamic analysis. J. Real Estate Finance Econ. 42:1–29 [Google Scholar]
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