The Role of Assumptions in Statistical Decisions
The Role of Assumptions in Statistical Decisions
In order to obtain a good decision rule for some statistical problem we start by making assumptions concerning the class of distributions, the loss function, and other data of the problem. Usually these assumptions only approximate the actual conditions, either because the latter are unknown, or in order to simplify …