2011.19: Hysteretic regime switching diffusions and resource extraction
2011.19: John Moriarty, Geoffrey W. Evatt, Paul V. Johnson and Peter W. Duck (2011) Hysteretic regime switching diffusions and resource extraction.
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We calculate the probability that an extraction project will be abandoned, directly from a real options model closely related the seminal work of Brennan and Schwartz (1985). We assume that the resource is extracted at two alternative rates, with a capital cost for switching, and with an option to abandon due to unsatisfactory market prices. The abandonment probability is expressed as a hitting probability for a regime switching diffusion with hysteresis, which is shown to be the unique solution of a system of coupled boundary value problems. Our work lends itself to use as a quantitative and easily interpreted measure of risk in the planning of extraction projects. Numerical results show that the abandonment probability may be non-monotone with respect to the volatility of the price process, in contrast with project valuations. In the one-dimensional stationary case, the stochastic process is a hysteretic system with noise in the sense of Freidlin et al. (2000), and we obtain a closed-form expression for the hitting or abandonment probability in this case.
|Item Type:||MIMS Preprint|
|Uncontrolled Keywords:||Partial Differential Equations, Regime Switching Diffusion, Hysteresis, Hitting Probability.|
|Subjects:||MSC 2000 > 39 Difference and functional equations|
MSC 2000 > 60 Probability theory and stochastic processes
|Deposited By:||Ms Lucy van Russelt|
|Deposited On:||18 February 2011|