题名

Predicting House Prices with Real-Estate-Related Stocks

并列篇名

使用房地產相關股票之價格預測房價

DOI

10.6277/TER.201906_47(2).0001

作者

林姿妤(Tzu-Yu Lin)

关键词

real-estate-related stock prices ; house prices ; in-and out-of-sample prediction ; 房地產相關之股票價格 ; 房價 ; 樣本內與樣本外預測

期刊名称

經濟論文叢刊

卷期/出版年月

47卷2期(2019 / 06 / 01)

页次

159 - 182

内容语文

英文

中文摘要

This paper investigates the forecasting content of real-estate-related stock prices for house prices. Using both in- and out-of-sample tests, this paper shows that real-estate-related stock price indices have extremely robust power in predicting US house prices. The empirical results are highly valuable for investors and policy makers because real-estate-related stock prices are shown to be a reliable predictor reflecting timely market information and are readily available to forecast real estate market movements.

英文摘要

本文探討房地產相關股票之價格是否有助於預測房價。透過樣本內與樣本外預測分析,結果發現,房地產相關股票的價格對於美國房價的預測表現極佳。根據此實證結果,由於股票價格可及時反應市場資訊,且無資料修正問題,因此對於投資人及政策制定者而言,房地產相關股票之價格不失為房價之良好預測指標。

主题分类 社會科學 > 經濟學
参考文献
  1. Baffoe-Bonnie, John(1998).The Dynamic Impact of Macroeconomic Aggregates on Housing Prices and Stock of Houses: A National and Regional Analysis.Journal of Real Estate Finance and Economics,17(2),179-197.
  2. Barro, Robert J.(1990).The Stock Market and Investment.Review of Financial Studies,3(1),115-131.
  3. Bracke, Philippe(2013).How Long do Housing Cycles Last? A Duration Analysis for 19 OECD Countries.Journal of Housing Economics,22(3),213-230.
  4. Campbell, John Y.,Shiller, Robert J.(1988).The Dividend-Price Ratio and Expectations of Future Dividends and Discount Factors.Review of Financial Studies,1(3),195-228.
  5. Campbell, John Y.,Thompson, Samuel B.(2008).Predicting Excess Stock Returns Out of Sample: Can Anything Beat the Historical Average?.Review of Financial Studies,21(4),1509-1531.
  6. Campbell, Sean D.,Davis, Morris A.,Gallin, Martin, ,Martin, Robert F.(2009).What Moves Housing Markets: A Variance Decomposition of the Rent-Price Ratio.Journal of Urban Economics,66(2),90-102.
  7. Case, Karl E.,Quigley, John M.,Shiller, Robert J.(2013).NBER Working PapersNBER Working Papers,未出版
  8. Case, Karl E.,Shiller, Robert J.(1990).Forecasting Prices and Excess Returns in the Housing Market.Real Estate Economics,18(3),253-273.
  9. Chen, Shiu-Sheng(2014).Forecasting Crude Oil Price Movements With Oil-Sensitive Stocks.Economic Inquiry,52(2),830-844.
  10. Chen, Shiu-Sheng(2016).Commodity Prices and Related Equity Prices.Canadian Journal of Economics,49(3),949-967.
  11. Chen, Yu-Chin,Rogoff, Kenneth S.,Rossi, Barbara(2010).Can Exchange Rates Forecast Commodity Prices?.Quarterly Journal of Economics,125(3),1145-1194.
  12. Choi, Jongmoo Jay,Hauser, Shmuel,Kopecky, Kenneth J.(1999).Does the Stock Market Predict Real Activity? Time Series Evidence from the G-7 Countries.Journal of Banking and Finance,23(12),1771-1792.
  13. Clark, Todd E.,West, Kenneth D.(2007).Approximately Normal Tests for Equal Predictive Accuracy in Nested Models.Journal of Econometrics,138(1),291-311.
  14. Elliott, Graham(ed.),Timmermann, Allan(ed.)(2013).Handbook of Economic Forecasting.Elsevier.
  15. Fama, Eugene F.(1981).Stock Returns, Real Activity, Inflation, and Money.American Economic Review,71(4),545-565.
  16. Fischer, Stanley,Merton, Robert C.(1984).Macroeconomics and Finance: The Role of the Stock Market.Carnegie-Rochester Conference Series on Public Policy,21(1),57-108.
  17. Gallin, Joshua(2008).The Long-Run Relationship Between House Prices and Rents.Real Estate Economics,36(4),635-658.
  18. Gyourko, Joseph,Keim, Donald B.(1992).What Does the Stock Market Tell Us About Real Estate Returns?.Real Estate Economics,20(3),457-485.
  19. Iacoviello, Matteo(2005).House Prices, Borrowing Constraints, and Monetary Policy in the Business Cycle.American Economic Review,95(3),739-764.
  20. Iacoviello, Matteo,Neri, Stefano(2010).Housing Market Spillovers: Evidence from an Estimated DSGE Model.American Economic Journal: Macroeconomics,2(2),125-164.
  21. Igan, Deniz,Loungani, Prakash(2012).IMF Working PapersIMF Working Papers,未出版
  22. Inoue, Atsushi,Kilian, Lutz(2005).In-Sample or Out-of-Sample Tests of Predictability: Which One Should We Use?.Econometric Reviews,23(4),371-402.
  23. Moore, Geoffrey H.(1983).Business Cycles, Inflation, and Forecasting.Cambridge, MA:National Bureau of Economic Research, Inc..
  24. Munier, Bertrand R.(ed.)(2012).Global Uncertainty and the Volatility of Agricultural Commodities Prices.Amsterdam:IOS Press.
  25. Negro, Marco Del,Otrok, Christopher(2007).99 Luftballons: Monetary Policy and the House Price Boom Across U.S. States.Journal of Monetary Economics,54(7),1962-1985.
  26. Okunev, John,Wilson, Patrick,Zurbruegg, Ralf(2000).The Causal Relationship between Real Estate and Stock Markets.Journal of Real Estate Finance and Economics,21(3),251-261.
  27. Plazzi, Alberto,Torous, Walter,Valkanov, Rossen(2010).Expected Returns and Expected Growth in Rents of Commercial Real Estate.Review of Financial Studies,23(9),3469-3519.
  28. Schwert, G. William(1990).Stock Returns and Real Activity: A Century of Evidence.Journal of Finance,45(4),1237-1257.
  29. Sutton, Gregory D.(2002).Explaining Changes in House Prices.BIS Quarterly Review,September,46-55.