Stats notes >> discrete distributions >> geometric distribution
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A rat has to choose between 5 doors, one of which contains chocolate.If the rat chooses the wrong door, it is returned to the starting point and chooses again, and continues until it gets the chocolate. Let X be the serial number of the trial on which the chocolate is found.
(a) Find the probability function of X
(b) What is the expectation of X?
(a) probability of getting chocolate on 1st attempt is p(X=1) = 1/5
probability of getting chocolate on 2nd attempt is p(X=2) = (4/5)(1/5)
probability of getting choco on rth attempt is p(X=r) = (4/5)r-1(1/5)
Notice this pattern is the pdf of a geometric distribution with p =1/5.
(b) The expectation of a geometric distributed variable X is 1/p = 5.