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29 Decision Analysis

Statistical decision analysis is about making decisions under uncertainty. In order to make decisions, outcomes must have some notion of “utility” associated with them. The so-called “Bayes optimal” decision is the one that maximizes expected utility (or equivalently, minimizes expected loss). This chapter shows how Stan can be used to simultaneously estimate the distribution of outcomes based on decisions and compute the required expected utilities.