Abstract
The Real Estate Investment Trust (REIT) market has become an increasingly important vehicle for alternative investment for equity investors. While existing research examining the cross-section of REIT returns usually employs standard risk factors in the in-sample models, it can only show the ex-post performance of REIT portfolios. The goal of our paper is to examine the ex-ante performance of REIT portfolios (i.e., the ability of investors to earn abnormal returns in real time). We employ the out-of-sample methodology of Cooper, Gutierrez, and Marcum (2005), and show that ex-ante performance of REIT portfolios is rather weak. For about half of our 19-year sample over the period of 1999 to 2017, the portfolio performances of REITs chosen ex-ante do not beat the performances of the FTSE-NAREIT or the CRSP Equal-Weighted index. After adjusting for transaction costs, the REIT portfolios significantly further underperform their benchmarks. Overall, our findings suggest that the market is relatively efficient in the REIT sector, and it is difficult for investors to devise trading strategies that improve the ex-ante performance of REIT portfolios, based on standard risk factors.
Similar content being viewed by others
Data availability
Standard data sources used, as disclosed in the main body of manuscript.
Code availability
May be made available upon request.
Notes
For instance, REITs have to follow strict regulations regarding investment and income distribution to remain qualified as REITs and to keep their tax-exempt status, as they are required to distribute at least 90% of their taxable income as dividends and to generate at least 75% of their gross income from real estate related sources.
Similarly to Cooper et al. (2005), we rely on a portfolio sorting approach instead of any regression-based approach. We do this to minimize the number of assumptions a real-time investor may have, since, for instance, regressions would impose a linear relationship between REIT returns and risk factors.
As a robustness check, we also select top 5% and bottom 5% as LONG and SHORT portfolios, respectively. The results remained the same.
Ling et al. (2000) look into the determinants of REIT returns, with two important differences from our study. First, they examine an earlier period of 1980 to 1996, which mostly consists of the pre-modern era in the REIT market. Second, they use a regression-based approach, developed by Pesaran and Timmermann (1995), to relate risk factors to REIT returns. Stevenson (2002) investigates the ex-ante performance of the NAREIT indices with a portfolio sorting approach based on the indices’ historical returns over the period of 1994 to 2002. However, he does not consider any firm-specific risk factors or individual REIT firms. While Ling et al. (2000) find no superior performance of REIT returns ex-ante, Stevenson (2002) shows that there exists superior performance ex-ante for NAREIT index portfolios.
We run a number of robustness checks with alternative intervals for both in-sample and out-of-sample, including matching intervals for both (e.g. 3 and 5 years for both in- and out-of-sample windows). We find similar results. Results areavailable upon request.
Our first 10-year in-sample period is from July 1989 to June 1999. To form the 66 portfolios for the year of 1989, we calculate beta using July 1987 to June 1989 returns. To calculate out-of-sample returns, we use the mean monthly returns for the year immediately following the in-sample period. Since the last 10-year in-sample period is from July 2007 to June 2017, we use the mean monthly return for the year of July 2017 to June 2018 to calculate our out-of-sample returns.
The impact of survivorship bias should not be significant as we conduct portfolio-based tests.
In an unreported robustness check, we also adopt the methodology of Stambaugh, Yu, and Yuan (2015) to construct the portfolios. The results are similar to those generated with our original method.
The last out-of-sample year, July 2017 to June 2018 is labeled as “2017” in tables and graphs.
Note that the Jensen’s Alpha criterion is called Terminal Wealth criterion in Cooper et al. (2005).
References
Allen TM, Madura J, Springer T (2000) REIT characteristics and the sensitivity of REIT returns. J Real Estate Financ Econ 21(2):141–152
Ball R, Kothari SP, Shanken J (1995) Problems in measuring portfolio performance: An application to contrarian investment strategies. J Financ Econ 38:79–107
Ben-Shahar D, Sulganik E, Tsang D (2011) Funds from operations versus net income: examining the dividend relevance of REIT performance measures. J Real Estate Res 33(3):415–441
Boudry WI, Deroos JA, Ukhov AD (2020) Diversification benefits of REIT preferred and common stock: New evidence from a utility-based framework. Real Estate Econ 48(1):240–293
Carhart M (1997) On persistence in mutual fund performance. J Finan 52:57–82
Chan KC, Hendershott PH, Sanders AB (1990) Risk and return on real estate: Evidence from equity REITs. Real Estate Economics 18(4):431–452
Chan SH, Leung WK, Wang K (1998) Institutional investment in REITs: Evidence and implications. J Real Estate Res 16(3):357–374
Chandrashekaran V (1999) Time-series properties and diversification benefits of REIT returns. J Real Estate Res 17:91–112
Cheng P, Roulac SE (2007) REIT characteristics and predictability. Int Real Estate Rev 10(2):23–41
Chui A, Titman S, Wei KCJ (2003) The cross section of expected REIT returns. Real Estate Econ 31(3):451–479
Ciochetti BA, Craft TM, Shilling JD (2002) Institutional investors’ preferences for REIT stocks. Real Estate Econ 30(4):567–593
Clayton J, MacKinnon G (2001) The time-varying nature of the link between REIT, real estate and financial asset returns. J Real Estate Portfolio Manage 7(1):43–54
Clayton J, MacKinnon G (2003) The relative importance of stock, bond and real estate factors in explaining REIT returns. J Real Estate Financ Econ 27(1):39–60
Conrad J, Kaul G (1998) An anatomy of trading strategies. Rev Financ Stud 11:489–519
Cooper M, Gutierrez RC, Marcum B (2005) On the predictability of stock returns in real time. J Bus 78:469–499
Corgel JB, Djoganopoulos C (2000) Equity REIT beta estimation. Financ Anal J 56(1):70–79
Derwall J, Huij J, Brounen D, Marquering W (2009) REIT momentum and the performance of real estate mutual funds. Financ Anal J 65(5):24–34
Devos E, Ong SE, Spieler AC, Tsang D (2013) REIT institutional ownership dynamics and the financial crisis. J Real Estate Financ Econ 47(2):266–288
Fama EF, French KR (1992) The cross-section of expected stock returns. J Finan 47:427–465
Fama EF, French KR (1993) Common risk factors in the returns on stocks and bonds. J Financ Econ 33:3–56
Fama EF, French KR (1996) Multifactor explanations of asset pricing anomalies. J Finan 51:55–84
Fama EF, MacBeth J (1973) Risk, return, and equilibrium: Empirical tests. J Polit Econ 81:607–636
Feng Z, Price SM, Sirmans CF (2014) The relation between momentum and drift: Industry-level evidence from equity Real Estate Investment Trusts (REITs). J Real Estate Res 36(3):383–408
Frazzini A, Pedersen LH (2014) Betting against beta. J Financ Econ 111(1):1–25
Goebel PR, Harrison DM, Mercer JM, Whitby RJ (2013) REIT momentum and characteristic-related REIT returns. J Real Estate Financ Econ 47(3):564–581
Goyal A, Welch I (2003) Predicting the equity premium with dividend ratios. Manage Sci 49(5):639–654
Hung S-Y, Glascock JL (2010) Volatilities and momentum returns in real estate investment trusts. J Real Estate Financ Econ 41(2):126–149
Jegadeesh N, Titman S (1993) Returns to buying winners and selling losers: Implications for stock market efficiency. J Finan 48:65–91
Kanoria S, Muzaffar H (2017) Understanding real estate as an investment class. McKinsey & Company. https://www.mckinsey.com/industries/capital-projects-and-infrastructure/our-insights/understanding-real-estate-as-an-investment-class. Accessed December 2021
Knight J, Lizieri C, Satchell S (2005) Diversification when it hurts? The joint distribution of real estate and equity markets. J Prop Res 22(4):309–323
Ling DC, Naranjo A, Ryngaert MD (2000) The predictability of equity REIT returns: Time variation and economic significance. J Real Estate Financ Econ 20:117–136
Mei J, Gao B (1995) Price reversal, transaction costs, and arbitrage—profits in the real estate securities market. J Real Estate Financ Econ 11:153–165
Mei J, Liu C (1994) The predictability of real estate returns and market timing. J Real Estate Financ Econ 8:115–135
Moss A, Clare A, Thomas S, Seaton J (2015) Trend following and momentum strategies for global REITs. J Real Estate Portfolio Manage 21(1):21–31
Mull SR, Soenen LA (1997) US REITs as an asset class in international investment portfolios. Finan Anal J 53(2):55–61
Nelling E, Gyourko J (1998) The predictability of equity REIT returns. J Real Estate Res 16:251–260
Pesaran MH, Timmermann A (1995) Predictability of stock returns: Robustness and economic significance. J Finan 50(4):1228–2012
Peterson JD, Hsieh C-H (1997) Do common risk factors in the returns on stocks and bonds explain returns on REITs? Real Estate Econ 25(2):321–345
Redman A, Manakyan H (1995) A multivariate analysis of REIT performance by financial and real estate asset portfolio characteristics. J Real Estate Financ Econ 10:169–175
Rubens J, Bond M, Webb J (1989) The inflation-hedging effectiveness of real estate. J Real Estate Res 4(2):45–55
Sa-Aadu J, Shilling J, Tiwari A (2010) On the portfolio properties of real estate in good times and bad times. Real Estate Econ 38(3):529–565
Shen J, Hui ECM, Fan K (2020) The beta anomaly in the REIT market. J Real Estate Finan Econ 63(3):414–436
Stambaugh RF, Yu J, Yuan Y (2015) Arbitrage asymmetry and the idiosyncratic volatility puzzle. J Finan 70(5):1903–1948
Stevenson S (2002) Ex-ante and ex-post performance of optimal REIT portfolios. J Real Estate Portfolio Manage 8(3):199–207
Willard M, Youguo L, Tompkins D (1991) An examination of the small-firm effect within the REIT industry. J Real Estate Res 6(1):9–17
Acknowledgements
We thank Cheng-Few Lee (Editor), two anonymous referees, and participants at the Real Estate Markets and Capital Markets (ReCapNet) Conference, the American Real Estate Society (ARES) Research Symposium, the European Real Estate Society (ERES) Annual Conference, the Southern Finance Association Annual Meetings for helpful comments. The views expressed in the paper are solely those of the authors and do not necessarily represent the views of the institutions to which the authors are affiliated. This paper was previously circulated under the title “Ex Ante Predictability of REIT Returns.” The authors would like to thank the participants at the 13th Real Estate and Capital Markets Conference 2021 in Stockholm Sweden, The American Real Estate Society Fall 2021 Research Symposium in Las Vegas NV, 2019 Southern Finance Association Meetings in Orlando, FL and two anonymous referees for their helpful comments and suggestions.
Funding
No external institutional funding used.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflicts of interest
None.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Birz, G., Devos, E., Dutta, S. et al. Ex-ante performance of REIT portfolios. Rev Quant Finan Acc 59, 995–1018 (2022). https://doi.org/10.1007/s11156-022-01068-6
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11156-022-01068-6