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Bayesian Decision Theory
Bayesian Decision Theory
is a fundamental
statistical approach
that utilizes
Bayes' theorem
to make
decisions under uncertainty
by incorporating
prior knowledge
and evidence. It provides a framework for
modeling decision-making problems
where outcomes are probabilistic and decisions are made to minimize
expected loss
or maximize
expected utility
.
3