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Optimal Dynamic Risk Taking

Author

Listed:
  • Ajay Subramanian

    (Department of Risk Management and Insurance and Department of Finance, Georgia State University, Atlanta, Georgia 30303)

  • Baozhong Yang

    (Deparatment of Finance, Georgia State University, Atlanta, Georgia 30303)

Abstract

We analyze a continuous-time stochastic control problem that arises in the study of several important issues in financial economics. An agent controls the drift and volatility of a diffusion output process by dynamically selecting one of an arbitrary (but finite) number of projects and the termination time. The optimal policy depends on the projects’ risk-adjusted drifts that are determined by their drifts, volatilities, and the curvature (or relative risk aversion) of the agent’s payoff function. We prove that the optimal policy only selects projects in the spanning subset . Furthermore, if the projects’ risk-adjusted drifts are consistently ordered for all output values, then the optimal policy is characterized by at most K − 1 switching triggers, where K is the number of projects in the spanning subset. We also characterize the optimal policy when the consistent ordering condition does not hold, and we outline a general and tractable computational algorithm to derive the optimal policies.

Suggested Citation

  • Ajay Subramanian & Baozhong Yang, 2017. "Optimal Dynamic Risk Taking," Mathematics of Operations Research, INFORMS, vol. 42(3), pages 599-625, August.
    • Handle: RePEc:inm:ormoor:v:42:y:2017:i:3:p:599-625
    DOI: 10.1287/moor.2016.0819
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    References listed on IDEAS

    as
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    Cited by:

    1. Ajay Subramanian & Baozhong Yang, 2020. "Dynamic Prudential Regulation," Management Science, INFORMS, vol. 66(7), pages 3183-3210, July.

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