2.The random variable X has the probability distribution table shown below. Calculate the standard deviation rounded to the four decimal places.
x −1 0 4 10
P(X = x) 0.2 0.3 0.3 0.2
Solution :
Mean = = X * P(X)
= -1 * 0.2 + 0 *0.3 +4 *0.3 + 10*0.2
= ( - 0.2+ 0+ 1.2 +2 )
= 3
Standard deviation =
=X 2 * P(X) - 2
= [ -12 * 0.2 + 02 *0.3 +4 2*0.3 + 102*0.2]-32
= [( -0.2+ 0 +4.8 +20 ) )]-9
= 24.6-9
=15.6
=3.9497
Standard deviation = =3.9497
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