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Operations Research, Systems Engineering and Industrial Engineering Commons

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SelectedWorks

Decision analysis

Publication Year

Articles 1 - 3 of 3

Full-Text Articles in Operations Research, Systems Engineering and Industrial Engineering

Optimal Sequential Exploration: A Binary Learning Model, J. Eric Bickel, James E. Smith Jan 2006

Optimal Sequential Exploration: A Binary Learning Model, J. Eric Bickel, James E. Smith

Eric Bickel

In this paper, we develop a practical and flexible framework for evaluating sequential exploration strategies in the case where the exploration prospects are dependent. Our interest in this problem was motivated by an oil exploration problem, and our approach begins with marginal assessments for each prospect (e.g., what is the probability that the well is wet?) and pairwise assessments of the dependence between prospects (e.g., what is the probability that both wells i and j are wet?). We then use information-theoretic methods to construct a full joint distribution for all outcomes from these marginal and pairwise assessments. This joint distribution …


Some Determinants Of Corporate Risk Aversion, Eric Bickel Jan 2006

Some Determinants Of Corporate Risk Aversion, Eric Bickel

Eric Bickel

In this paper we roughly quantify the degree of risk aversion induced by three rationales for corporate risk management: the cost of financial distress, costly external finance, and the principal-agent relationship between shareholders and management. In so doing, we provide a foundation for the use of corporate utility functions. However, we are unable to fully support the degree of risk aversion reported in the decision analysis literature. Specifically, financial distress and costly external finance appear to induce relatively little risk aversion, while principal-agent concerns lend only partial support to published corporate risk tolerance guidelines.


Teaching Decision Making With Baseball Examples, J. Eric Bickel Jan 2004

Teaching Decision Making With Baseball Examples, J. Eric Bickel

Eric Bickel

Sports examples can be wonderful vehicles for teaching OR/MS concepts. Baseball is particularly well suited to teaching statistics/probability, Markov decision processes, and decision analysis. This paper details a baseball example I developed to teach fundamental decision making skills. This example has been used successfully to teach decision making to undergraduates and graduates in technical and non-technical disciplines. It has also been used effectively in industry for training new MBAs and seasoned executives.