Abstract
This paper investigates the optimal dynamic investment for an investor who maximizes constant absolute risk aversion (CARA) utility in a discrete-time market with a riskfree bond and a risky stock. The risky stock is assumed to present both the dividend risk and the price risk. With our assumptions, the dividend risk is equivalent to fundamental risk, and the price risk is equivalent to the noise trading risk. The analytical expression for the optimal investment strategy is obtained by dynamic programming. The main result in this paper highlights the importance of differentiating between noise trading risk and fundamental risk for the optimal dynamic investment.
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References
M. Friedman, The case for flexible exchange rates, in Essays in Positive Economics, University of Chicago Press, Chicago, 1953.
A. S. Kyle, Continuous auctions and insider trading, Econometrica, 1985, 53(6): 1315–1335.
F. Black, Noise, Journal of Finance, 1986, 41(3): 529–543.
J. B. De Long, A. Shleifer, L. H. Summers, and R. J. Waldmann, Noise trader risk in financial markets, Journal of Political Economy, 1990, 98(4): 703–738.
F. Palomino, Noise trading in small markets, Journal of Finance, 1996, 51(4): 1537–1550.
L. Kogan, S. A. Ross, J. Wang, and M. M. Westerfield, The price impact and survival of irrational traders, Journal of Finance, 2006, 61(1): 195–227.
R. J. Balvers and D. W. Mitchell, Autocorrelated returns and optimal intertemporal portfolio choice, Management Science, 1997, 43(11): 1537–1551.
U. Çakmak and S. Özekici, Portfolio optimization in stochastic markets, Mathematical Methods of Operations Research, 2006, 63(1): 151–168.
U. Çelikyurt and S. Özekici, Multiperiod portfolio optimization models in stochastic markets using the mean-variance approach, European Journal of Operational Research, 2007, 179(1): 186–202.
N. Dokuchaev, Discrete time market with serial correlations and myopic optimal strategies, European Journal of Operational Research, 2007, 177(2): 1090–1104.
N. H. Hakansson, On optimal myopic portfolio policies, with and without serial correlation of yields, Journal of Business, 1971, 44(3): 324–334.
N. H. Hakansson and T. C. Liu, Optimal growth portfolios when yields are serially correlated, Review of Economics and Statistics, 1970, 52(4): 385–394.
S. Z. Wei and Z. X. Ye, Multiperiod optimization portfolio with bankruptcy control in stochastic market, Applied Mathematics and Computation, 2007, 186(1): 414–425.
R. J. Shiller, Do stock prices move too much to be justified by subsequent changes in dividends, American Economic Review, 1981, 71(3): 421–436.
J. M. Poterba and L. H. Summers, Mean reversion in stock prices: Evidence and implications, Journal of Financial Economics, 1988, 22(1): 27–59.
E. F. Fama and K. R. French, Permanent and temporary components of stock prices, Journal of Political Economy, 1988, 98(2): 247–273.
J. Y. Campbell and L. M. Viceira, Consumption and portfolio decisions when expected returns are time varying, Quarterly Journal of Economics, 1999, 114(2): 433–495.
J. Y. Campbell, Y. L. Chanb, and L. M. Viceira, A multivariate model of strategic asset allocation, Journal of Financial Economics, 2003, 67(1): 41–80.
C. M. Stein, Estimation of the mean of a multivariate normal distribution, Annals of Statistics, 1981, 9(6): 1135–1151.
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Xu acknowledges the Institute for Quantitative Finance and Insurance (IQFI) at the University of Waterloo. Li would like to acknowledge the National Science Foundation of China under Grant No. 70518001, the National Basic Research Program of China (973 Program) under Grant No. 2007CB814902, and the Social Science & Humanities foundation of Ministry of Education of China under Grant No. 07JA630031. Tan acknowledges the funding from the Canada Research Chairs Program, the Natural Sciences and Engineering Research Council of Canada, and the Cheung Kong Scholar Program of China.
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XU, Y., LI, Z. & TAN, K.S. Optimal Investment with Noise Trading Risk. J Syst Sci Complex 21, 519–526 (2008). https://doi.org/10.1007/s11424-008-9132-8
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DOI: https://doi.org/10.1007/s11424-008-9132-8