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Market Timing and Investment Selection: Evidence from Real Estate Investors

Published online by Cambridge University Press:  27 December 2017

Abstract

We examine commercial real estate fund managers’ abilities to generate abnormal profits through selection of outperforming property submarket segments or through the timing of entry into and exit from submarkets. The vast majority of portfolio managers exhibit little market timing ability, with the exception of non-NYSE real estate investment trusts after the financial crisis. A substantial fraction of managers seems able to successfully select property submarkets. Selection performance exhibits significant persistence. Managers that are active in more liquid markets tend to exhibit better timing performance, while managers exhibiting better selection ability appear to be active in less liquid markets.

Type
Research Article
Copyright
Copyright © Michael G. Foster School of Business, University of Washington 2017 

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Footnotes

1

We thank Shaun Bond, Stephen Brown (the editor), Jim Clayton, Jeff Fisher, Barney Hartman-Glaser, Jay Hartzell, Crocker Liu (the referee), Sheridan Titman, Charles Trzcinka, Russ Wermers, and seminar and conference participants at the 2012 Western Finance Association Annual Meetings, the University of California at Berkeley, the University of Texas, Indiana University, the U.S. Securities and Exchange Commission, the University of Cincinnati, Syracuse University, Cornerstone Research, and the 2011 Real Estate Research Institute Annual Conference for helpful discussions and suggestions. We thank the National Council of Real Estate Investment Fiduciaries (NCREIF) for provision of data on private property holdings. Both authors gratefully acknowledge funding from the Real Estate Research Institute. Hochberg additionally acknowledges funding from the Zell Center for Risk Research at Northwestern University. Portions of this research were conducted while Mühlhofer was a visiting faculty member at the University of Texas at Austin. All econometric computations were performed in R (R Development Core Team (2008)).

References

Amihud, Y.Illiquidity and Stock Returns: Cross-Section and Time-Series Effects.” Journal of Financial Markets, 5 (2002), 3156.CrossRefGoogle Scholar
Barkham, R., and Geltner, D.. “Price Discovery in American and British Property Markets.” Real Estate Economics, 23 (1995), 2144.Google Scholar
Barras, L.; Scaillet, O.; and Wermers, R.. “False Discoveries in Mutual Fund Performance: Measuring Luck in Estimated Alphas.” Journal of Finance, 65 (2010), 179216.Google Scholar
Bond, S. A., and Mitchell, P.. “Alpha and Persistence in Real Estate Fund Performance.” Journal of Real Estate Finance and Economics, 41 (2010), 5379.CrossRefGoogle Scholar
Boudry, W. I.; Coulson, N. E.; Kallberg, J. G.; and Liu, C. H.. “On Indexing Commercial Real Estate Properties and Portfolios.” Journal of Real Estate Finance and Economics, 47 (2013), 617639.Google Scholar
Brown, S. J., and Goetzmann, W. N.. “Performance Persistence.” Journal of Finance, 50 (1995), 679698.CrossRefGoogle Scholar
Carhart, M. M.On Persistence in Mutual Fund Performance.” Journal of Finance, 52 (1997), 5782.CrossRefGoogle Scholar
Case, B., and Quigley, J.. “Dynamics of Real Estate Prices.” Review of Economics and Statistics, 73 (1991), 5058.CrossRefGoogle Scholar
Case, K., and Shiller, R.. “Forecasting Prices and Excess Returns in the Housing Market.” Real Estate Economics, 18 (1990), 253273.CrossRefGoogle Scholar
Chen, Y.; Ferson, W.; and Peters, H.. “Measuring the Timing Ability and Performance of Bond Mutual Funds.” Journal of Financial Economics, 98 (2010), 7289.CrossRefGoogle Scholar
Cho, H.; Kawaguchi, Y.; and Shilling, J. D.. “Unsmoothing Commercial Property Returns: A Revision to Fisher–Geltner–Webb’s Unsmoothing Procedure.” Journal of Real Estate Finance and Economics, 27 (2003), 393405.Google Scholar
Clayton, J.; Geltner, D.; and Hamilton, S.. “Smoothing in Commercial Property Valuations: Evidence from Individual Appraisals.” Real Estate Economics, 29 (2001), 337360.CrossRefGoogle Scholar
Crane, A. D., and Hartzell, J. C.. “Is There a Disposition Effect in Corporate Investment Decisions? Evidence from Real Estate Investment Trusts.” Available at http://ssrn.com/paper=1031010 (2007).Google Scholar
Daniel, K.; Grinblatt, M.; Titman, S.; and Wermers, R.. “Measuring Mutual Fund Performance with Characteristic-Based Benchmarks.” Journal of Finance, 52 (1997), 10351058.Google Scholar
Fama, E., and French, K.. “Luck versus Skill in the Cross-Section of Mutual Fund Returns.” Journal of Finance, 65 (2010), 19151947.Google Scholar
Ferson, W., and Schadt, R.. “Measuring Fund Strategy and Performance in Changing Economic Conditions.” Journal of Finance, 51 (1996), 425461.Google Scholar
Florance, A.; Miller, N.; Peng, R.; and Spivey, J.. “Slicing, Dicing, and Scoping the Size of the U.S. Commercial Real Estate Market.” Journal of Real Estate Portfolio Management, 16 (2010), 101118.CrossRefGoogle Scholar
Fung, W., and Hsieh, D. A.. “Asset-Based Style Factors for Hedge Funds.” Financial Analysts Journal, 58 (2002), 1627.Google Scholar
Fung, W., and Hsieh, D. A.. “Hedge Fund Benchmarks: A Risk-Based Approach.” Financial Analysts Journal, 60 (2004), 6580.Google Scholar
Geltner, D.Smoothing in Appraisal-Based Returns.” Journal of Real Estate Finance and Economics, 4 (1991), 327345.Google Scholar
Geltner, D., and Mei, J.. “The Present Value Model with Time-Varying Discount Rates: Implications for Commercial Property Valuation and Investment Decisions.” Journal of Real Estate Finance and Economics, 11 (1995), 119135.Google Scholar
Gruber, M. J.Another Puzzle: The Growth in Actively Managed Mutual Funds.” Journal of Finance, 51 (1996), 783810.CrossRefGoogle Scholar
Hartzell, J.; Mühlhofer, T.; and Titman, S.. “Alternative Benchmarks for Evaluating Mutual Fund Performance.” Real Estate Economics, 38 (2010), 121154.Google Scholar
Henriksson, R.Market Timing and Mutual Fund Performance: An Empirical Investigation.” Journal of Business, 57 (1984), 7396.Google Scholar
Henriksson, R., and Merton, R.. “On Market Timing and Investment Performance. II. Statistical Procedures for Evaluating Forecasting Skills.” Journal of Business, 54 (1981), 513533.Google Scholar
Hess, R., and Liang, Y.. “Regional Investment Preferences: NCREIF Investors vs. REITs.” Prudential Real Estate Investors Research Notes (2000).Google Scholar
Hochberg, Y. V., and Mühlhofer, T.. “Capital-Market Competitiveness and Managerial Investment Decisions: Evidence from Commercial Real Estate.” Working Paper, available at http://tobias.muhlhofer.com (2014).Google Scholar
Jagannathan, R., and Korajczyk, R. A.. “Assessing the Market Timing Performance of Managed Portfolios.” Journal of Business, 59 (1986), 217235.Google Scholar
Jensen, M.The Performance of Mutual Funds in the Period 1945–1964.” Journal of Finance, 23 (1968), 389416.Google Scholar
Jensen, M.Risk, the Pricing of Capital Assets, and the Evaluation of Investment Portfolios.” Journal of Business, 42 (1969), 167247.Google Scholar
Jiang, G.; Yao, T.; and Yu, T.. “Do Mutual Funds Time the Market? Evidence from Portfolio Holdings.” Journal of Financial Economics, 86 (2007), 724758.Google Scholar
Kacperczyk, M.; Sialm, C.; and Zheng, L.. “On the Industry Concentration of Actively Managed Equity Mutual Funds.” Journal of Finance, 60 (2005), 19832011.Google Scholar
Kallberg, J. G.; Liu, C. L.; and Trzcinka, C.. “The Value Added from Investment Managers: An Examination of Funds of REITs.” Journal of Financial and Quantitative Analysis, 35 (2000), 387408.Google Scholar
Kaplan, S. N., and Schoar, A.. “Private Equity Performance: Returns Persistence and Capital.” Journal of Finance, 60 (2005), 17911823.CrossRefGoogle Scholar
Kosowski, R.; Timmermann, A.; Wermers, R.; and White, H.. “Can Mutual Fund ‘Stars’ Really Pick Stocks? New Evidence from a Bootstrap Analysis.” Journal of Finance, 61 (2006), 25512595.Google Scholar
Liu, C. H., and Mei, J.. “The Predictability of Returns on Equity REITs and Their Comovement with Other Assets.” Journal of Real Estate Finance and Economics, 5 (1992), 401418.Google Scholar
Liu, C. H., and Mei, J.. “An Analysis of Real Estate Risk Using the Present Value Model.” Journal of Real Estate Finance and Economics, 8 (1994), 520.CrossRefGoogle Scholar
Mühlhofer, T.Why Do REIT Returns Poorly Reflect Property Returns? Unrealizable Appreciation Gains Due to Trading Constraints as the Solution to the Short-Term Disparity.” Real Estate Economics, 41 (2014), 814857.Google Scholar
Mühlhofer, T.“They Would If They Could: Assessing the Bindingness of the Property Holding Constraint for REITs.” Real Estate Economics, forthcoming (2017).Google Scholar
Petersen, M. A.Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches.” Review of Financial Studies, 22 (2009), 435480.CrossRefGoogle Scholar
Plazzi, A.; Torous, W.; and Valkanov, R.. “Expected Returns and Expected Growth in Rents of Commercial Real Estate.” Review of Financial Studies, 23 (2010), 34693519.Google Scholar
R Development Core Team. “R: A Language and Environment for Statistical Computing,” R Foundation for Statistical Computing, Vienna, Austria (2008).Google Scholar
Storey, J.A Direct Approach to False Discovery Rates.” Journal of the Royal Statistical Society: Series B (Statistical Methodology), 64 (2002), 479498.Google Scholar
Titman, S., and Tiu, C.. “Do the Best Hedge Funds Hedge?” Review of Financial Studies, 24 (2011), 123168.Google Scholar
Treynor, J., and Mazuy, K.. “Can Mutual Funds Outguess the Market.” Harvard Business Review, 44 (1966), 131136.Google Scholar
Wermers, R.“Is Money Really ‘Smart’? New Evidence on the Relation between Mutual Fund Flows, Manager Behavior, and Performance Persistence.” Working Paper, University of Maryland (2003).Google Scholar