Valuing Pilot Project Investments in Incomplete Markets : A Compound Option Approach
We introduce a general framework to value pilot project investments under the presence of both, market and technical uncertainty. The model generalizes different settings introduced previously in the literature. By distinguishing between the pilot and the commercial stages of the project we are able to frame the problem as a compound perpetual Bermudan option. We work on an incomplete market setting where market uncertainty is spanned by tradable assets and technical uncertainty is private to the firm. The value of these investment opportunities as well as the optimal exercise problem are solved by approximate dynamic programming techniques. We prove the convergence of our algorithm and derive a theoretical bound on how the errors compound as the number of stages of the compound option is increased. Furthermore, we show some numerical results and provide an economic interpretation of the model dynamics
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- Roberts, Kevin & Weitzman, Martin L, 1981.
"Funding Criteria for Research, Development, and Exploration Projects,"
Econometric Society, vol. 49(5), pages 1261-1288, September.
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- Robert E. Lucas, Jr., 1971. "Optimal Management of a Research and Development Project," Management Science, INFORMS, vol. 17(11), pages 679-697, July. Full references (including those not matched with items on IDEAS)
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