An analysis of dollar cost averaging and market timing investment strategies

被引:10
|
作者
Kirkby, J. Lars [1 ]
Mitra, Sovan [2 ]
Duy Nguyen [3 ]
机构
[1] Georgia Inst Technol, Sch Ind & Syst Engn, Atlanta, GA 30318 USA
[2] Univ Liverpool, Dept Math, Brownlow Hill, Liverpool L69 3BX, Merseyside, England
[3] Marist Coll, Dept Math, 3399 North Rd, Poughkeepsie, NY 12601 USA
关键词
Dollar cost averaging; Market timing; Risk management; Risk measurement; Downside risk; Upside risk; PORTFOLIO SELECTION; RISK; RETURNS; ASSET; MODEL; OPTIONS;
D O I
10.1016/j.ejor.2020.04.055
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
In this paper we present new theoretical and practical insights into the method of dollar cost averaging (DCA) and averaging-style investment timing strategies, with a formal analysis of the problem. Firstly, we provide a rigorous mathematical formulation for studying DCA and related strategies. This provides closed form formulae for the expected value and variance of the investor's wealth process, which mathematically proves many properties that have been documented in the literature only by empirical studies. Secondly, we prove a counterintuitive, but important, result that the frequency of DCA investment has a non-monotonic and non-trivial impact on risk, risk-return trade-off and other important performance metrics (such as the Sharpe ratio). Thirdly, we provide a method of valuing the DCA risk for models which incorporate jumps. We also provide a method of hedging DCA risk based on applying Asian options. Finally, using the PROJ method of computation, we obtain a robust and computationally efficient method for calculating standard risk measures of generic and deterministic investment strategies, such as DCA. We provide numerical experiments to illustrate our conclusions, and conduct an empirical study on the S&P500 index (from 1954 to 2019) to substantiate our results. (C) 2020 Elsevier B.V. All rights reserved.
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页码:1168 / 1186
页数:19
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