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MCS,PHD
Argosy University/ Phoniex University/
Nov-2005 - Oct-2011
Professor
Phoniex University
Oct-2001 - Nov-2016
Let Y1, Y2, . . . , Yn be independent, uniformly distributed random variables on the interval [0,θ].
a Find the joint density function of Y( j ) and Y(k) where j and k are integers 1 ≤ j k ≤ n.
b Use the result from part (a) to find Cov(Y( j ), Y(k)) when j and k are integers 1 ≤ j k ≤ n.
c Use the result from part (b) and Exercise 6.76 to find V(Y(k) − Y( j )), the variance of the difference between two order statistics.
Exercise 6.76
Let Y1, Y2, . . . , Yn be independent, uniformly distributed random variables on the interval [0,θ].
a Find the density function of Y(k), the kth-order statistic, where k is an integer between 1 and n.
b Use the result from part (a) to find E(Y(k)).
c Find V(Y(k)).
d Use the result from part (c) to find E(Y(k) − Y(k−1)), the mean difference between two successive order statistics. Interpret this result.
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