Trading a mean-reverting asset: Buy low and sell high

  • Authors:
  • Hanqin Zhang;Qing Zhang

  • Affiliations:
  • Academy of Mathematics and Systems Science, Academia Sinica, Beijing, 100080, China;Department of Mathematics, University of Georgia, Athens, GA 30602, United States

  • Venue:
  • Automatica (Journal of IFAC)
  • Year:
  • 2008

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Abstract

This paper is concerned with an optimal trading (buy and sell) rule. The underlying asset price is governed by a mean-reverting model. The objective is to buy and sell the asset so as to maximize the overall return. Slippage cost is imposed on each transaction. The associated HJB equations (quasi-variational inequalities) are used to characterize the value functions. It is shown that the solution to the original optimal stopping problem can be obtained by solving two quasi-algebraic equations. Sufficient conditions are given in the form of a verification theorem. A numerical example is reported to demonstrate the results.