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Trend Breaks and the Persistence of Closed-End Fund Discounts

Author

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  • Nazif Durmaz
  • Hyeongwoo Kim
  • Hyejin Lee
  • Yanfei Sun

Abstract

Closed-end fund (CEF) prices often exhibit large and persistent deviations from their associated net asset values (NAVs). This occurrence is puzzling, given that NAVs are openly accessible to the public for CEFs, which essentially consist of repackaged financial assets. The persistence of these deviations is particularly notable when using linear models, suggesting the need for nonlinear models to comprehend this phenomenon known as the CEF discount puzzle. To unravel this puzzle, we employ the RALS-LM framework, enabling the identification of multiple endogenously chosen trend-breaks, and conduct an analysis utilizing data from 31 CEF discounts. Our findings reveal that CEF prices tend to fluctuate around time-varying trends, which aligns with the characteristics of regime switching models. Additionally, we demonstrate that incorporating non-normal errors through moment conditions enhances efficiency at the margin. Moreover, we establish that nonlinearity solely in the form of level shifts falls short in explaining the persistent nature of CEF discounts.

Suggested Citation

  • Nazif Durmaz & Hyeongwoo Kim & Hyejin Lee & Yanfei Sun, 2023. "Trend Breaks and the Persistence of Closed-End Fund Discounts," Auburn Economics Working Paper Series auwp2023-08, Department of Economics, Auburn University.
  • Handle: RePEc:abn:wpaper:auwp2023-08
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    File URL: https://cla.auburn.edu/econwp/Archives/2023/2023-08.pdf
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    as
    1. Robert Jarrow & Philip Protter, 2019. "A rational asset pricing model for premiums and discounts on closed‐end funds: The bubble theory," Mathematical Finance, Wiley Blackwell, vol. 29(4), pages 1157-1170, October.
    2. Gordon Gemmill & Dylan C. Thomas, 2002. "Noise Trading, Costly Arbitrage, and Asset Prices: Evidence from Closed‐end Funds," Journal of Finance, American Finance Association, vol. 57(6), pages 2571-2594, December.
    3. So, Beong Soo & Shin, Dong Wan, 1999. "Recursive mean adjustment in time-series inferences," Statistics & Probability Letters, Elsevier, vol. 43(1), pages 65-73, May.
    4. Seth Anderson & T. Randolph Beard & Hyeongwoo Kim & Liliana V. Stern, 2016. "The Short-Run Pricing Behavior of Closed-End Funds: Bond vs. Equity Funds," Journal of Financial Services Research, Springer;Western Finance Association, vol. 50(3), pages 363-386, December.
    5. Campbell, John Y & Shiller, Robert J, 1988. " Stock Prices, Earnings, and Expected Dividends," Journal of Finance, American Finance Association, vol. 43(3), pages 661-676, July.
    6. Bruce E. Hansen, 1999. "The Grid Bootstrap And The Autoregressive Model," The Review of Economics and Statistics, MIT Press, vol. 81(4), pages 594-607, November.
    7. Im, Kyung So & Schmidt, Peter, 2008. "More efficient estimation under non-normality when higher moments do not depend on the regressors, using residual augmented least squares," Journal of Econometrics, Elsevier, vol. 144(1), pages 219-233, May.
    8. Bai, Jennie & Philippon, Thomas & Savov, Alexi, 2016. "Have financial markets become more informative?," Journal of Financial Economics, Elsevier, vol. 122(3), pages 625-654.
    9. Andrews, Donald W K & Chen, Hong-Yuan, 1994. "Approximately Median-Unbiased Estimation of Autoregressive Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 12(2), pages 187-204, April.
    10. Perron, Pierre, 1997. "Further evidence on breaking trend functions in macroeconomic variables," Journal of Econometrics, Elsevier, vol. 80(2), pages 355-385, October.
    11. Jonathan B. Berk & Richard Stanton, 2007. "Managerial Ability, Compensation, and the Closed‐End Fund Discount," Journal of Finance, American Finance Association, vol. 62(2), pages 529-556, April.
    12. Abraham, Abraham & Elan, Don & Marcus, Alan J, 1993. "Does Sentiment Explain Closed-End Fund Discounts? Evidence from Bond Funds," The Financial Review, Eastern Finance Association, vol. 28(4), pages 607-616, November.
    13. Chopra, Navin, et al, 1993. "Yes, Discounts on Closed-End Funds Are a Sentiment Index," Journal of Finance, American Finance Association, vol. 48(2), pages 801-808, June.
    14. Day, Theodore E. & Li, George Z. & Xu, Yexiao, 2011. "Dividend distributions and closed-end fund discounts," Journal of Financial Economics, Elsevier, vol. 100(3), pages 579-593, June.
    15. Jeffrey Pontiff, 1996. "Costly Arbitrage: Evidence from Closed-End Funds," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(4), pages 1135-1151.
    16. Bradley, Michael & Brav, Alon & Goldstein, Itay & Jiang, Wei, 2010. "Activist arbitrage: A study of open-ending attempts of closed-end funds," Journal of Financial Economics, Elsevier, vol. 95(1), pages 1-19, January.
    17. Ahmed, Ehsan & Koppl, Roger & Rosser, J. Jr. & White, Mark V., 1997. "Complex bubble persistence in closed-end country funds," Journal of Economic Behavior & Organization, Elsevier, vol. 32(1), pages 19-37, January.
    18. Hyejin Lee & Mansik Hur, 2021. "Non-normal errors or nonlinearity? performance of unit root tests," Applied Economics, Taylor & Francis Journals, vol. 53(52), pages 6094-6103, November.
    19. John Y. Campbell, Robert J. Shiller, 1988. "The Dividend-Price Ratio and Expectations of Future Dividends and Discount Factors," Review of Financial Studies, Society for Financial Studies, vol. 1(3), pages 195-228.
    20. Amsler, Christine & Lee, Junsoo, 1995. "An LM Test for a Unit Root in the Presence of a Structural Change," Econometric Theory, Cambridge University Press, vol. 11(2), pages 359-368, February.
    21. Maryam Farboodi & Adrien Matray & Laura Veldkamp & Venky Venkateswaran, 2022. "Where Has All the Data Gone?," Review of Financial Studies, Society for Financial Studies, vol. 35(7), pages 3101-3138.
    22. Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
    23. De Long, J Bradford & Andrei Shleifer & Lawrence H. Summers & Robert J. Waldmann, 1990. "Noise Trader Risk in Financial Markets," Journal of Political Economy, University of Chicago Press, vol. 98(4), pages 703-738, August.
    24. Lee, Charles M C & Shleifer, Andrei & Thaler, Richard H, 1991. "Investor Sentiment and the Closed-End Fund Puzzle," Journal of Finance, American Finance Association, vol. 46(1), pages 75-109, March.
    25. Perron, Pierre, 1989. "The Great Crash, the Oil Price Shock, and the Unit Root Hypothesis," Econometrica, Econometric Society, vol. 57(6), pages 1361-1401, November.
    26. Lee, Charles & Shleifer, Andrei & Thaler, Richard H, 1990. "Anomalies: Closed-End Mutual Funds," Scholarly Articles 33077904, Harvard University Department of Economics.
    27. Handley, Kathleen Weiss & Lee, Charles M. C. & Seguin, Paul L., 1996. "The Marketing of Closed-end Fund IPOs: Evidence from Transactions Data," Journal of Financial Intermediation, Elsevier, vol. 5(2), pages 127-159, April.
    28. Chih-Chiang Hsu & Chung-Ming Kuan, 2001. "Distinguishing between trend-break models: method and empirical evidence," Econometrics Journal, Royal Economic Society, vol. 4(2), pages 1-1.
    29. Jarque, Carlos M. & Bera, Anil K., 1980. "Efficient tests for normality, homoscedasticity and serial independence of regression residuals," Economics Letters, Elsevier, vol. 6(3), pages 255-259.
    30. Deb, Partha & Sefton, Martin, 1996. "The distribution of a Lagrange multiplier test of normality," Economics Letters, Elsevier, vol. 51(2), pages 123-130, May.
    31. Jonathan Brogaard & Thanh Huong Nguyen & Talis J Putnins & Eliza Wu, 2022. "What Moves Stock Prices? The Roles of News, Noise, and Information," Review of Financial Studies, Society for Financial Studies, vol. 35(9), pages 4341-4386.
    32. Malkiel, Burton G, 1995. "Returns from Investing in Equity Mutual Funds 1971 to 1991," Journal of Finance, American Finance Association, vol. 50(2), pages 549-572, June.
    33. Engel, Charles & Hamilton, James D, 1990. "Long Swings in the Dollar: Are They in the Data and Do Markets Know It?," American Economic Review, American Economic Association, vol. 80(4), pages 689-713, September.
    34. Junsoo Lee & Mark C. Strazicich, 2003. "Minimum Lagrange Multiplier Unit Root Test with Two Structural Breaks," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 1082-1089, November.
    35. Kaminsky, Graciela, 1993. "Is There a Peso Problem? Evidence from the Dollar/Pound Exchange Rate, 1976-1987," American Economic Review, American Economic Association, vol. 83(3), pages 450-472, June.
    36. Hansen, Bruce E., 1995. "Rethinking the Univariate Approach to Unit Root Testing: Using Covariates to Increase Power," Econometric Theory, Cambridge University Press, vol. 11(5), pages 1148-1171, October.
    37. Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-384, March.
    38. Junsoo Lee & Mark C. Strazicich & Ming Meng, 2012. "Two-Step LM Unit Root Tests with Trend-Breaks," Journal of Statistical and Econometric Methods, SCIENPRESS Ltd, vol. 1(2), pages 1-8.
    39. Nelson, Charles R. & Plosser, Charles I., 1982. "Trends and random walks in macroeconmic time series : Some evidence and implications," Journal of Monetary Economics, Elsevier, vol. 10(2), pages 139-162.
    40. Malkiel, Burton G, 1977. "The Valuation of Closed-End Investment-Company Shares," Journal of Finance, American Finance Association, vol. 32(3), pages 847-859, June.
    41. Andrews, Donald W K, 1993. "Exactly Median-Unbiased Estimation of First Order Autoregressive/Unit Root Models," Econometrica, Econometric Society, vol. 61(1), pages 139-165, January.
    42. Schmidt, Peter & Phillips, C B Peter, 1992. "LM Tests for a Unit Root in the Presence of Deterministic Trends," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 54(3), pages 257-287, August.
    43. Chopra, Navin, et al,, 1993. "Yes, Discounts on Closed-End Funds Are a Sentiment Index: Summing Up," Journal of Finance, American Finance Association, vol. 48(2), pages 811-812, June.
    44. Long Chen & Zhi Da & Xinlei Zhao, 2013. "What Drives Stock Price Movements?," Review of Financial Studies, Society for Financial Studies, vol. 26(4), pages 841-876.
    45. Pontiff, Jeffrey, 1995. "Closed-end fund premia and returns Implications for financial market equilibrium," Journal of Financial Economics, Elsevier, vol. 37(3), pages 341-370, March.
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    More about this item

    Keywords

    Closed-End Fund; CEF Discount Puzzle; Residual Augmented Least Squares; Non-Normal Error; Trend Breaks;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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