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Solve the following problem : The p.m.f. of a r.v.X is given by P(X=x)={(5x)125, x=0, 1, 2, 3, 4, 5.0otherwise Show that P(X ≤ 2) = P(X ≤ 3). - Mathematics and Statistics

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Question

Solve the following problem :

The p.m.f. of a r.v.X is given by

`P(X = x) = {(((5),(x)) 1/2^5", ", x = 0", "1", "2", "3", "4", "5.),(0,"otherwise"):}`

Show that P(X ≤ 2) = P(X ≤ 3).

Sum

Solution

P(X ≤ 2) = P(X = 0 or X = 1 or X = 2)
= P(X = 0) + P(X = 1) + P(X = 2)

= `(""^5"C"_0)/(2^5) + (""^5"C"_1)/(2^5) + (""^5"C"_2)/(2^5)`

= `(""^5"C"_0 + ""^5"C"_1 + ""^5"C"_2)/(2^5)`

= `(1 + 5 + 10)/(2^5)`

= `(16)/(32)`

= `(1)/(2)`                      ...(i)
P(X ≥ 3) = P (X = 3 or X = 4 or X = 5)
= P(X = 3) + P(X = 4) + P(X = 5)

= `(""^5"C"_3)/(2^5) + (""^5"C"_4)/(2^5) + (""^5"C"_5)/(2^5)`

= `(10 + 5 + 1)/(2)`

= `(16)/(32)`

= `(1)/(2)`                      ...(ii)
From (i) and (ii), we get
P(X ≤ 2) = P(X ≥ 3).

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Probability Distribution of Discrete Random Variables
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Chapter 8: Probability Distributions - Part I [Page 155]

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