Search and Predictability of Prices in the Housing Market
References
- (2001) The distribution of realized exchange rate volatility. J. Amer. Statist. Assoc. 96(453):42–55.Crossref, Google Scholar
- (2015) Investor attention and stock market volatility. Rev. Financial Stud. 28(1):33–72.Crossref, Google Scholar
- (2020) Endogenous sources of volatility in housing markets: The joint buyer-seller problem. Internat. Econom. Rev. 61(3):1195–1228.Crossref, Google Scholar
- Aruoba SB, Diebold FX, Scotti C (2009) Real-time measurement of business conditions. J. Bus. Econom. Statist. 27(4):417–427.Google Scholar
- (2000) Unit root tests in the presence of uncertainty about the non-stochastic trend. J. Econometrics 95(1):71–96.Crossref, Google Scholar
- (2021) Where have all the houses gone? The New York Times (February 26), https://www.nytimes.com/2021/02/26/upshot/where-have-all-the-houses-gone.html.Google Scholar
- (2008) Forecasting economic time series using targeted predictors. J. Econometrics 146(2):304–317.Crossref, Google Scholar
- (2021) The time variation in risk appetite and uncertainty. Management Sci. 68(6):3975–4004.Link, Google Scholar
- (2013) Forecasting residential real estate price changes from online search activity. J. Real Estate Res. 35(3):283–312.Crossref, Google Scholar
- (1996) Turnover as a measure of demand for existing homes. Real Estate Econom. 24(4):421–440.Crossref, Google Scholar
- (2016) Google searches and stock returns. Internat. Rev. Financial Anal. 45:150–156.Crossref, Google Scholar
- (2018) Housing price forecastability: A factor analysis. Real Estate Econom. 46(3):582–611.Crossref, Google Scholar
- (2020) A new index of housing sentiment. Management Sci. 66(4):1563–1583.Link, Google Scholar
- (2022) In search of a job: Forecasting employment growth using Google Trends. J. Bus. Econom. Statist. 40(1):186–200.Crossref, Google Scholar
- (2016) Understanding booms and busts in housing markets. J. Political Econom. 124(4):1088–1147.Crossref, Google Scholar
- (2008) Predicting excess stock returns out of sample: Can anything beat the historical average? Rev. Financial Stud. 21(4):1509–1531.Crossref, Google Scholar
- (2015) Can tightness in the housing market help predict subsequent home price appreciation? Evidence from the United States and the Netherlands. Real Estate Econom. 43(3):609–651.Crossref, Google Scholar
- (1989) The efficiency of the market for single family homes. Amer. Econom. Rev. 79(1):125–137.Google Scholar
- (2012) Wealth effects revisited 1975-2012. Cowles Foundation Discussion Paper No. 1884, Yale University, New Haven, CT.Google Scholar
- (2012) Predicting the present with Google Trends. Econom. Rec. 88(S1):2–9.Crossref, Google Scholar
- (1986) Econometric evaluation of linear macroeconomic models. Rev. Econom. Stud. 53(4):671–690.Crossref, Google Scholar
- (2021) Drivers of the great housing boom-bust: Credit conditions, beliefs, or both? Real Estate Econom. 49(3):843–875.Crossref, Google Scholar
- (2011) In search of attention. J. Finance 66(5):1461–1499.Crossref, Google Scholar
- (2015) The sum of all FEARS: Investor sentiment and asset prices. Rev. Financial Stud. 28(1):1–32.Crossref, Google Scholar
- (2017) The predictive power of Google searches in forecasting US unemployment. Internat. J. Forecasting 33(4):801–816.Crossref, Google Scholar
- (2007) 99 luftballons: Monetary policy and the house price boom across US states. J. Monetary Econom. 54(7):1962–1985.Crossref, Google Scholar
- (2021) Covid-19 caused a recession. So why did the housing market boom? Vox (February 5), https://www.vox.com/22264268/covid-19-housing-insecurity-housing-prices-mortgage-rates-pandemic-zoning-supply-demand.Google Scholar
- (2013) House prices, sales, and time on the market: A search-theoretic framework. Internat. Econom. Rev. 54(3):837–872.Crossref, Google Scholar
- (1995) Comparing predictive accuracy. J. Bus. Econom. Statist. 13:253–263.Crossref, Google Scholar
- (2016) Sentiment-based predictions of housing market turning points with Google Trends. Internat. J. Housing Markets 9(1):108–136.Crossref, Google Scholar
- (2021a) The pandemic ignited a housing boom—But it is different from the last one. The Wall Street Journal, March 15.Google Scholar
- (2021b) U.S. existing-home prices climb on tight supply. The Wall Street Journal, April 22.Google Scholar
- (2023) Local experiences, attention and spillovers in the housing market. J. Finance Forthcoming.Crossref, Google Scholar
- (2012) Search and matching in the housing market. J. Urban Econom. 72(1):31–45.Crossref, Google Scholar
- (2017) Forecasting through the rearview mirror: Data revisions and bond return predictability. Rev. Financial Stud. 31(2):678–714.Crossref, Google Scholar
- (2013) Forecasting real estate prices. Elliot G, Timmermann A, eds. Handbook of Economic Forecasting (Elsevier, Amsterdam), 509–580.Google Scholar
- (2014) Housing dynamics: An urban approach. J. Urban Econom. 81:45–56.Crossref, Google Scholar
- (2009) Data revisions and out-of-sample stock return predictability. Econom. Inquiry 47(1):81–97.Crossref, Google Scholar
- (2013) Superstar cities. Amer. Econom. J. Econom. Policy 5(4):167–199.Crossref, Google Scholar
- (2021) A global panel database of pandemic policies (Oxford COVID-19 Government Response Tracker). Nature Human Behav. 5:529–538.Crossref, Google Scholar
- (2015) The microstructure of housing markets: Search, bargaining, and brokerage. Duranton G, Henderson JV, Strange WC, eds. Handbook of Regional and Urban Economics, 813–886.Google Scholar
- (2014) Search, liquidity, and the dynamics of house prices and construction. Amer. Econom. Rev. 104(4):1172–1210.Crossref, Google Scholar
- (2017) Clustered housing cycles. Regional Sci. Urban Econom. 66:185–197.Crossref, Google Scholar
- (1992) Dividend yields and expected stock returns: Alternative procedures for inference and measurement. Rev. Financial Stud. 5(3):357–386.Crossref, Google Scholar
- (2011) Forecasting abnormal stock returns and trading volume using investor sentiment: Evidence from online search. Internat. J. Forecasting 27(4):1116–1127.Crossref, Google Scholar
- (2001) A theory of liquidity in residential real estate markets. J. Urban Econom. 49(1):32–53.Crossref, Google Scholar
- (2021) The U.S. housing market gained more value in 2020 than in any year since 2005. Zillow, January 26.Google Scholar
- National Association of Realtors (2020) Home buyers and sellers generational trends report. Technical report, National Association of Realtors, Chicago.Google Scholar
- (1987) A simple, positive semi-definite, heteroskedasticity and autocorrelation consistent covariance matrix. Econometrica 55(3):703–708.Crossref, Google Scholar
- (2009) Hot and cold markets. Real Estate Econom. 37(1):1–22.Crossref, Google Scholar
- Organisation for Economic Co-operation and Development (2020) Housing amid covid-19: Policy responses and challenges. OECD contributions.Google Scholar
- (2021) Is the U.S. housing market heading for a crash? Here is what the experts say. MarketWatch, May 3.Google Scholar
- (2020) Segmented housing search. Amer. Econom. Rev. 110(3):720–759.Crossref, Google Scholar
- (2010) Expected returns and expected growth in rents of commercial real estate. Rev. Financial Stud. 23(9):3469–3519.Crossref, Google Scholar
- (2004) Automatic block-length selection for the dependent bootstrap. Econometric Rev. 23(1):53–70.Crossref, Google Scholar
- (2009) Differences in housing price forecastability across US states. Internat. J. Forecasting 25(2):351–372.Crossref, Google Scholar
- (2009) This Time Is Different: Eight Countries of Financial Folly (Princeton University Press, Princeton, NJ).Google Scholar
- (2020) Explaining the frenzy in the housing market. The New York Times (December 3), https://www.nytimes.com/2020/12/03/upshot/home-prices-explaining-frenzy.html.Google Scholar
- (2010) The geographic determinants of housing supply. Quart. J. Econom. 125(3):1253–1296.Crossref, Google Scholar
- (2018) Quantifying animal spirits: News media and sentiment in the housing market. Rev. Financial Stud. 31:3689–3719.Crossref, Google Scholar
- (1999) Predictive regressions. J. Financial Econom. 54(3):375–421.Crossref, Google Scholar
- Statista (2018) Market share of search engines in the United States 2008–2018. Accessed January 10, 2018, https://www.statista.com/statistics/269668/market-share-of-search-engines-in-the-united-states/.Google Scholar
- (1995) Prices and trading volume in the housing market: A model with down-payment effects. Quart. J. Econom. 110(2):379–406.Crossref, Google Scholar
- (2011) Simple formulas for standard errors that cluster by both firm and time. J. Financial Econom. 99(1):1–10.Crossref, Google Scholar
- (2018) Internet search behavior, liquidity and prices in the housing market. Real Estate Econom. 46(2):368–403.Crossref, Google Scholar
- (2014) Investor attention, index performance and return predictability. J. Banking Finance 41:17–35.Crossref, Google Scholar
- (2008) A comprehensive look at the performance of equity premium prediction. Rev. Financial Stud. 21(4):1455–1508.Crossref, Google Scholar
- (1990) Vacancy, search, and prices in a housing market matching model. J. Political Econom. 98(6):1270–1292.Crossref, Google Scholar
- (2015) The future of prediction: How Google searches foreshadow housing prices and sales. Goldfarb A, Greenstein SM, Tucker CE, eds. Economic Analysis of the Digital Economy (University of Chicago Press, Chicago).Crossref, Google Scholar
- (2005) Regularization and variable selection via the elastic net. J. Roy. Statist. Soc. B 67(2):301–320.Crossref, Google Scholar

