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== Definitions ==
Consider a sequence of n independent events. Associate with this sequence another sequence <math> I_1,\, I_2,\,
the event that the kth observation is interesting (as defined by the decision maker), and <math>\, I_k=0</math> for non-interesting.
Let <math> \,p_k = P( \,I_k\,=1)</math> be the probability that the kth event is interesting. Further let
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