Assume that is a sequential sample from the density and that it is desired to test versus The cost of each observation is c, and the decision loss is "0- Ki" loss. Let 1Ti denote the prior...


Assume that

is a sequential sample from the density


and that it is desired to test

versus

The cost of each observation is c, and the decision loss is "0- Ki" loss. Let 1Ti denote the prior probability of Hi.


(a) Show that the Bayes sequential procedure is one of the procedures dJ
(Ja nonnegative integer) defined as follows. The procedure do
is simply the immediate Bayes decision. For


is the procedure which starts sampling; stops sampling when stage n = J is reached, deciding and deciding HI otherwise; and at stage n <>





(b) For dJ
J

show that





and that


(c) if

, show that, for small enough c, the Bayes sequential procedure is dJ*, where





May 04, 2022
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