from Part I - Analytics: Probability, Evaluation, Decision Trees, and Strategies for Decision Making
Published online by Cambridge University Press: 23 October 2025
Decision makers are often faced with situations where they have several choices from which to select, and each will produce a different outcome based on an external event. There are several prescriptive strategies that can be implemented in such situations depending on the desired outcome.
The strategy of expected value will produce the highest long-term-average results when the situation is repeated many times. If the decision maker wishes only to have the opportunity for the highest payoff one time, no matter what the risk, the maximax strategy will make that possible. If the goal is to avoid the worst-case outcome, the maximin strategy will be best. With pairwise comparisons, inadmissible alternatives can be eliminated. By calculating the expected value of perfect information, the decision maker can determine the upward limit on what they should be willing to pay to know the future with certainty.
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