Let Y1 < Y2 < Y3 < Y4 be the order statistics of a random sample of size 4 from the distribution having pdf f(x) = e^(−x),0 < x < ∞, zero elsewhere. Find P(Y4 >= 3).​​​​​​​

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QUESTION:

Let Y1 < Y2 < Y3 < Y4 be the order statistics of a random sample of size 4 from the distribution having pdf f(x) = e^(−x),0 < x < ∞, zero elsewhere. Find P(Y4 >= 3).​​​​​​​


SOLUTION:

Let X and Y be continous random variabels. The join probability density fuction f(x,y) is a function that is non-negative and for which


f(x,y)dxdy=1f(x,y)dxdy=1

For every adequate set A the following hold

P[(X,Y)A]=Af(x,y)dxdy.P[(X,Y)A]=Af(x,y)dxdy.

Then, the following is true

P(0<X1<13,0<X2<13)=1301304x1(1x2)dx1dx2=1304(1x2)130x1dx1dx2=1304(1x2).(x212)|130dx2=29130(1x2)dx2=29(x2x222)|130=581P(0<X1<13,0<X2<13)=1301304x1(1x2)dx1dx2=1304(1x2)130x1dx1dx2=1304(1x2).(x212)|130dx2=29130(1x2)dx2=29(x2x222)|130=581