Title :
Risk-sensitive ICAPM with application to fixed-income management
Author :
Bielecki, Tomasz R. ; Pliska, Stanley R.
Author_Institution :
Dept. of Appl. Math., Illinois Inst. of Technol., Chicago, IL, USA
fDate :
3/1/2004 12:00:00 AM
Abstract :
This paper presents an application of risk-sensitive control theory in financial decision making. A variation of Merton´s continuous-time intertemporal capital asset pricing model is developed where the infinite horizon objective is to maximize the portfolio´s risk adjusted growth rate. The resulting model is tractable and thus provides economic insight about optimal trading strategies as well as the fact that the strategy of 100% cash is not necessarily the least risky one. For fixed-income applications we utilize the concept of rolling-horizon bonds, which are stochastic process models of certain mutual funds of zero coupon bonds. We show by numerical example that the optimal proportion of one´s wealth to hold in an asset is given by a simple affine function of economic factors such as interest rates of various maturities.
Keywords :
decision making; economic indicators; financial management; investment; optimal control; pricing; risk management; stochastic processes; stock markets; financial decision making; fixed-income management; growth rate maximization; infinite horizon objective; interest rate; intertemporal capital asset pricing model; maturities; mutual funds; optimal trading strategies; portfolio risk; risk-sensitive control; rolling-horizon bonds; stochastic process models; zero coupon bonds; Asset management; Closed-form solution; Control theory; Economic indicators; Mathematical model; Optimal control; Portfolios; Pricing; Risk management; Stochastic processes;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2004.824470