Managing a Portfolio of Real Options: Sequential Exploration of Dependent Prospects
AbstractWe consider the impact of sequential investment and active management on the value of a portfolio of real options. The options are assumed to be interdependent, in that exercise of any one is assumed to produce, in addition to some intrinsic value based on an underlying asset, further information regarding the values of other options based on related assets. We couch the problem in terms of oil exploration, where a discrete number of related geological prospects are available for drilling, and management’s objective is to maximize the expected value of the combined exploration campaign. Management’s task is complex because the expected value of the investment sequence depends on the order in which options are exercised. A basic conclusions is that, although dependence increases the variance of potential outcomes, it also increases the expected value of the embedded portfolio of options and magnifies the value of optimal management. Stochastic dynamic programming techniques may be used to establish the optimal sequence. Given certain restrictions on the risk structure, however, we demonstrate that the optimal dynamic program can be implemented by policies that are relatively simple to execute. In other words, we provide sufficient conditions for the optimality of intuitive decision rules, like “biggest first,” “most likely first,” or “greatest intrinsic value first,” and we develop exact analytic expressions for the implied value of the portfolio. This permits the value of active management to be assessed directly. Finally, the sufficient conditions we identify are shown to be consistent with plausible exploration risk structures.
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Bibliographic InfoPaper provided by Massachusetts Institute of Technology, Center for Energy and Environmental Policy Research in its series Working Papers with number 0403.
Date of creation: Jan 2004
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Other versions of this item:
- James L. Smith and Rex Thompson, 2008. "Managing a Portfolio of Real options: Sequential Exploration of Dependent Prospects," The Energy Journal, International Association for Energy Economics, vol. 0(Special I), pages 43-62.
- F0 - International Economics - - General
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- Smith, James L. & Thompson, Rex, 2009.
"Rational plunging and the option value of sequential investment: The case of petroleum exploration,"
The Quarterly Review of Economics and Finance,
Elsevier, vol. 49(3), pages 1009-1033, August.
- James L. Smith & Rex Thompson, 2006. "Rational Plunging and the Option Value of Sequential Investment The Case of Petroleum Exploration," Working Papers 0602, Massachusetts Institute of Technology, Center for Energy and Environmental Policy Research.
- Martinelli, Gabriele & Eidsvik, Jo & Hauge, Ragnar, 2013. "Dynamic decision making for graphical models applied to oil exploration," European Journal of Operational Research, Elsevier, vol. 230(3), pages 688-702.
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