Question: Problem 2 : Conditional probabilities, total probability theorem, efficient markets? The dudes at NFQ Ltd . ( No Finance Quacks ) know that investors care

Problem 2: Conditional probabilities, total probability theorem, efficient markets?
The dudes at NFQ Ltd.(No Finance Quacks) know that investors care whether the market
return is positive. Its probably all they know. They want to sell a weekly financial letter that
predicts the sign of the weekly US Market return. They consider 3 strategies:
1) Always predict >0 return, 2) Always predict <0 return,
3) Randomly predicts >0 return 60% of the time. Dudes read somewhere that this is called the
randomization strategy and relates to adaptive expectations, big thing in psychology !
They read your published research showing that the weekly market excess return is positive
with probability p(U)=59%. They found this interesting, so they hired you as a consultant for
this project.
a) Give them the weekly probability of correct prediction and the expected number of correct
predictions after 52 weeks for each rule. Denote C the event correct prediction,U:
markets up,D: markets down. Round up all probabilities to 2 decimals maximum.
Write the formula you will use: p(C)=
Rule 1: p(C)=
Rule 2: p(C)=
Rule 3: p(C)=
b) Explain in words, what is wrong with the randomizing strategy(3).
4

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