3.2
Minimax approach
Very often in practice we do not have the control over or access
to the mechanism generating the state of nature and we are not
able to assign priors to various hypotheses. In such a case one
criterion is to seek a decision rule that minimizes, over all
, the maximum of the conditional risks,
and
. A decision rule that fulfills that criterion is called
minimax rule
.