According to a survey, 62% of murders committed last year were cleared by arrest or exceptional means. Fifty murders committed last year are randomly selected, and the number cleared by arrest or exceptional means is recorded. When technology is used, use the Tech Help button for further assistance.
(a) Find the probability that exactly 38 of the murders were cleared.
(b) Find the probability that between 35 and 37 of the murders, inclusive, were cleared.
(c) Would it be unusual if fewer than 19 of the murders were cleared? Why or why not?
X ~ Bin( n , p)
Where n = 50 , = 0.62
Mean = np = 50 * 0.62 = 31
Standard deviation = sqrt (np(1-p) )
= sqrt( 50 * 0.62 ( 1 - 0.62) )
= 3.4322
Using normal approximation
P(X < x) = P(Z < x - Mean / SD)
a)
P(X = 38) = P(37.5 < X < 38.5) (With continuity correction )
= P(X < 38.5) - P(X < 37.5)
= P(Z < (38.5 - 31) / 3.4322) - P(Z < (37.5 - 31) / 3.4322)
= P(Z < 2.19) - P(Z < 1.89)
= 0.9857 - 0.9706
= 0.0151
b)
P(35 < X < 37) = P(34.5 < X < 37.5)
=P(X < 37.5) - P(X < 35.5)
= P(Z < (37.5 - 31) / 3.4322) - P(Z < (34.5 - 31) / 3.4322)
= P(Z < 1.89) - P(Z < 1.02)
= 0.9706 - 0.8461
= 0.1245
c)
P(X < 19) = P(Z < (19 - 31) / 3.4322)
= P(Z < -3.50)
= 0.0002
Since this probability is less than 0.05 , the event is unusual.
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