here is a discrete set of states of nature
The nature draws a nonobservable
from
according to some "prior" probability distribution
.
Then the nature also draws an observable data
according to the probability distribution
.
Given the
the prior distribution
and the functional form of
the market participant (player, observer, researcher) makes decision
