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Valuing Housing Services in the Era of Big Data: A User Cost Approach Leveraging Zillow Microdata

In: Big Data for Twenty-First-Century Economic Statistics

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  • Marina Gindelsky
  • Jeremy G. Moulton
  • Scott A. Wentland

Abstract

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  • Marina Gindelsky & Jeremy G. Moulton & Scott A. Wentland, 2020. "Valuing Housing Services in the Era of Big Data: A User Cost Approach Leveraging Zillow Microdata," NBER Chapters, in: Big Data for Twenty-First-Century Economic Statistics, pages 339-370, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberch:14274
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    References listed on IDEAS

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    1. Bert M. Balk & W. Erwin Diewert & Alice O. Nakamura, 2009. "Introduction to price and productivity measurement for housing," Working Papers 09-5, Federal Reserve Bank of Philadelphia.
    2. Dale Jorgenson, 1967. "The Theory of Investment Behavior," NBER Chapters, in: Determinants of Investment Behavior, pages 129-175, National Bureau of Economic Research, Inc.
    3. Campbell, John Y. & Cocco, Joao F., 2007. "How do house prices affect consumption? Evidence from micro data," Journal of Monetary Economics, Elsevier, vol. 54(3), pages 591-621, April.
    4. Garner, Thesia I. & Verbrugge, Randal, 2009. "Reconciling user costs and rental equivalence: Evidence from the US consumer expenditure survey," Journal of Housing Economics, Elsevier, vol. 18(3), pages 172-192, September.
    5. Jeremy G. Moulton & Bennie D. Waller & Scott A. Wentland, 2018. "Who Benefits from Targeted Property Tax Relief? Evidence from Virginia Elections," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 37(2), pages 240-264, March.
    6. Atif Mian & Kamalesh Rao & Amir Sufi, 2013. "Household Balance Sheets, Consumption, and the Economic Slump," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(4), pages 1687-1726.
    7. Atif Mian & Amir Sufi, 2011. "House Prices, Home Equity-Based Borrowing, and the US Household Leverage Crisis," American Economic Review, American Economic Association, vol. 101(5), pages 2132-2156, August.
    8. Hill, Robert J. & Syed, Iqbal A., 2016. "Hedonic price–rent ratios, user cost, and departures from equilibrium in the housing market," Regional Science and Urban Economics, Elsevier, vol. 56(C), pages 60-72.
    9. Stuart McFadyen & Robert Hobart, 1978. "An Alternative Measurement of Housing Costs and the Consumer Price Index," Canadian Journal of Economics, Canadian Economics Association, vol. 11(1), pages 105-112, February.
    10. Marjorie Flavin & Takashi Yamashita, 2002. "Owner-Occupied Housing and the Composition of the Household Portfolio," American Economic Review, American Economic Association, vol. 92(1), pages 345-362, March.
    11. H. Leroy Gill & Donald R. Haurin, 1991. "User Cost and the Demand for Housing Attributes," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 19(3), pages 383-396, September.
    12. Arnold Katz, 2017. "Imputing Rents to Owner-Occupied Housing by Directly Modelling Their Distribution," BEA Working Papers 0144, Bureau of Economic Analysis.
    13. 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.
    14. Diewert, W. Erwin & Nakamura, Alice O. & Nakamura, Leonard I., 2009. "The housing bubble and a new approach to accounting for housing in a CPI," Journal of Housing Economics, Elsevier, vol. 18(3), pages 156-171, September.
    15. Morris A. Davis & Andreas Lehnert & Robert F. Martin, 2008. "The Rent‐Price Ratio For The Aggregate Stock Of Owner‐Occupied Housing," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 54(2), pages 279-284, June.
    16. W. Erwin Diewert & Alice O. Nakamura, 2009. "Accounting for housing in a CPI," Working Papers 09-4, Federal Reserve Bank of Philadelphia.
    17. Braga, Breno & Lerman, Robert I., 2019. "Accounting for homeownership in estimating real income growth," Economics Letters, Elsevier, vol. 174(C), pages 9-12.
    18. Goeyvaerts, Geert & Buyst, Erik, 2019. "Do market rents reflect user costs?," Journal of Housing Economics, Elsevier, vol. 44(C), pages 112-130.
    19. Gillingham, Robert, 1983. "Measuring the Cost of Shelter for Homeowners: Theoretical and Empirical Considerations," The Review of Economics and Statistics, MIT Press, vol. 65(2), pages 254-265, May.
    20. Bettina H. Aten, 2018. "Valuing Owner-Occupied Housing: an empirical exercise using the American Community Survey (ACS) Housing files," BEA Working Papers 0149, Bureau of Economic Analysis.
    21. Nicolai V. Kuminoff & Jaren C. Pope, 2013. "The Value of Residential Land and Structures during the Great Housing Boom and Bust," Land Economics, University of Wisconsin Press, vol. 89(1), pages 1-29.
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    Cited by:

    1. Marijn A Bolhuis & Judd N L Cramer & Lawrence H Summers, 2022. "Comparing Past and Present Inflation [Supply and demand in disaggregated Keynesian economies with an application to the covid-19 crisis]," Review of Finance, European Finance Association, vol. 26(5), pages 1073-1100.
    2. Douglas Coate, 2022. "Housing values in New Jersey and the Prospects for Municipal Consolidation," Working Papers Rutgers University, Newark 2022-002, Department of Economics, Rutgers University, Newark.

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    More about this item

    JEL classification:

    • E01 - Macroeconomics and Monetary Economics - - General - - - Measurement and Data on National Income and Product Accounts and Wealth; Environmental Accounts
    • C80 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - General
    • R00 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General - - - General

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