Linear and nonlinear predictability of international securitized real estate returns: A reality check

Journal of Real Estate Research

Volumn 33, Issue 4, 2011, Pages 565-594

  Cabrera, Juan ^a   Wang, Tao ^b   Yang, Jian ^c,d  

^a RAMAPO COLLEGE OF NEW JERSEY   (United States)

^b CITY UNIVERSITY OF NEW YORK   (United States)

^c UNIVERSITY OF COLORADO   (United States)

^d TEXAS A AND M UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84862917933     PISSN: 08965803     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (43)

1. Bond, S.A., G.A. Karolyi, and A.B. Sanders. International Real Estate Returns: A Multifactor. Multicounty Approach. Real Estate Economics, 2003, 31, 481-500.
2. Brooks, C. and S. Tsolacos. International Evidence on the Predictability of Returns to Securitized Real Estate Assets: Econometric Models versus Neural Networks. Journal of Property Research, 2003, 20:2, 133-55.
3. Cai, Z., J. Fan, and Q. Yao. Functional-Coefficient Regression Models for Nonlinear Time Series. Journal of American Statistical Association, 2000, 95, 941-56.
4. Campbell, J., A. Lo, and C. MacKinlay. The Econometrics of Financial Markets. Princeton, NJ: Princeton University Press, 1997.
5. Chordia, T., R. Roll, and A. Subrahmanyam. Evidence on the Speed of Convergence to Market Efficiency. Journal of Financial Economics, 2005, 76, 271-92.
6. Crawford, G. and M. Fratantoni. Assessing the Forecasting Performance of Regime-Switching. ARIMA and GARCH Models of House Prices. Real Estate Economics, 2003, 31, 223-43.
7. Fama, E.F. The Behavior of Stock Market Prices. Journal of Business, 1965, 38, 34-105.
8. Fama, E.F. Efficient Capital Markets: II. Journal of Finance, 1991, 46, 1575-1617.
9. Gencay, R. The Predictability of Security Returns with Simple Technical Trading Rules. Journal of Empirical Finance, 1998, 5, 347-59.
10. Gencay, R. Linear, Nonlinear and Essential Foreign Exchange Rate Prediction with Simple Trading Rules. Journal of International Economics, 1999, 47, 91-107.
11. Grinblatt, M. and T.J. Moskowitz. Predicting Stock Price Movements from Past Returns: The Role of Consistency and Tax-Loss Selling. Journal of Financial Economics, 2004, 71, 541-79.
12. Guirguis, H.S., C.I. Giannikos, and R.I. Anderson. The U.S. Housing Market: Asset Pricing Forecasts Using Time-Varying Coefficients. Journal of Real Estate Finance and Economics, 2005, 30, 33-53.
13. Harvey, C.R. The Specification of Conditional Expectations. Journal of Empirical Finance, 2001, 8, 573-637.
14. Hong, Y.M. and T.H. Lee. Inference on Predictability of Foreign Exchange Rates via Generalized Spectrum and Nonlinear Time Series Models. Review of Economics and Statistics, 2003, 85, 1048-62.
15. Hsieh, D.A. Chaos and Nonlinear Dynamics: Application to Financial Markets. Journal of Finance, 1991, 46, 1839-77.
16. Jirasakuldech, B., R. Campbell, and R. Emekter. Conditional Volatility of Equity Real Estate Investment Trust Returns: A Pre-and Post-1993 Comparison. Journal of Real Estate Finance and Economics, 2009, 38, 137-54.
17. Kleiman, R.T., J.E. Payne, and A.P. Sahu. Random Walks and Market Efficiency: Evidence from International Real Estate Markets. Journal of Real Estate Research, 2002, 24, 279-97.
18. Kohavi, R. A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection. International Joint Conference on Artificial Intelligence, 1995.
19. Koopman, S.J., B. Jungbacker, and E. Hol. Forecasting Daily Variability of the S&P100 Stock Index Using Historical, Realized and Implied Volatility Measurements. Journal of Empirical Finance, 2005, 12, 445-75.
20. Leitch, G. and E. Tanner. Economic Forecast Evaluation: Profits versus Conventional Error Measures. American Economic Review, 1991, 81, 580-90.
21. Li, Y. and K. Wang. The Predictability of REIT Returns and Market Segmentation. Journal of Real Estate Research, 1995, 10, 471-82.
22. Ling, D.C., A. Naranjo, and M. Ryngaert. The Predictability of Equity REIT Returns: Time Variation and Economic Significance. Journal of Real Estate Finance and Economics, 2000, 20, 117-36.
23. Liu, C.H. and J. Mei. The Predictability of Returns on Equity REITs and Their Comovement with Other Assets. Journal of Real Estate Finance and Economics, 1992, 5, 401-18.
24. Liu, C.H. and J. Mei. Predictability of Real Estate Returns and Market Timing. Journal of Real Estate Finance & Economics, 1994, 8, 115-35.
25. Ma, C. Mean Reversions in GNMA Returns. Journal of the American Real Estate and Urban Economics Association, 1990, 18, 207-26.
26. MacKinnon, G.H. and A.A. Zaman. Real Estate for the Long Term: The Effect of Return Predictability on Long-Horizon Allocations. Real Estate Economics, 2009, 37, 117-53.
27. McQueen, G. and S. Thorley. Are Stock Returns Predictable? A Test Using Markov Chains. Journal of Finance, 1991, 46, 239-63.
28. Miles, W. Boom-Bust Cycles and the Forecasting Performance of Linear and Non-linear Models of House Prices. Journal of Real Estate Finance and Economics, 2008a, 36, 249-64.
29. Miles, W. Volatility Clustering in U.S. Home Prices. Journal of Real Estate Research, 2008b, 30, 73-90.
30. Nelling, E. and J. Gyourko. The Predictability of Equity REIT Returns. Journal of Real Estate Research, 1998, 16, 251-68.
31. Nelson, D. Conditional Heteroscedasticity in Asset Returns: A New Approach. Econometrica, 1991, 59, 347-70.
32. Nguyen, N. and A. Cripps. Predicting Housing Value: A Comparison of Multiple Regression Analysis and Artificial Neural Networks. Journal of Real Estate Research, 2001, 22, 313-36.
33. Osland, L. An Application of Spatial Econometrics in Relation to Hedonic House Price Modeling. Journal of Real Estate Research, 2010, 32, 289-320.
34. Peterson, S. and A.B. Flanagan. Neural Network Hedonic Pricing Models in Mass Real Estate Appraisal. Journal of Real Estate Research, 2009, 31, 147-64.
35. Qi, M. and Y. Wu. Technical Trading-Rule Profitability, Data Snooping, and Reality Check: Evidence from the Foreign Exchange Market. Journal of Money, Credit and Banking, 2006, 38, 2135-58.
36. Rapach, D.E., J.K. Strauss, and G. Zhou. Out-of-Sample Equity Premium Prediction: Combination Forecasts and Links to the Real Economy. Review of Financial Studies, 2010, 23, 821-62.
37. Serrano, C. and M. Hoesli. Are Securitized Real Estate Returns More Predictable than Stock Returns? Journal of Real Estate Finance and Economics, 2010, 41, 170-92.
38. Sullivan, R., A. Timmermann, and H. White. Data-Snooping, Technical Trading Rule Performance, and the Bootstrap. Journal of Finance, 1999, 54, 1647-91.
39. Swanson, N.R. and H. White. A Model Selection Approach to Real Time Macroeconomic Forecasting Using Linear Models and Artificial Neural Networks. Review of Economics and Statistics, 1997, 79, 540-50.
40. Yang, J., J.F. Cabrera, and T. Wang. Nonlinearity, Data-Snooping, and Stock Index ETF Return Predictability. European Journal of Operational Research, 2010, 200, 498-507.
41. Yang, J., W. Kolari, and G. Zhu. European Public Real Estate Market Integration. Applied Financial Economics, 2005, 15, 895-905.
42. Yang, J., X. Su, and J.W. Kolari. Do Euro Exchange Rates Follow a Martingale? Some Out-of-Sample Evidence. Journal of Banking and Finance, 2008, 32, 729-40.
43. White, H. A Reality Check for Data Snooping. Econometrica, 2000, 68, 1097-1126.