In: Statistics and Probability
Find the following probabilities for X = pulse rates of group of people, for which the mean is 76 and the standard deviation is 8. Assume a normal distribution. (Round all answers to four decimal places.)
(a) P(X ≤ 70).
(b) P(X ≥ 86).
(c) P(56 ≤ X ≤ 92).
Solution :
Given that ,
mean = = 76
standard deviation = = 8
P(x 70)
= P[(x - ) / (70-76) / 8]
= P(z -0.75 )
Using z table,
=0.2266
probability=0.2266
(B)
P(x ≥ 86 ) = 1 - P(x86 )
= 1 - P[(x -) / < (86-76) / 8 ]
= 1 - P(z1.25 )
Using z table
= 1 - 0.8944
= 0.1056
probability=0.1056
(C)
P(56 ≤ X ≤ 92)
= P[( 56-76/ 8) (x - ) / ( 92-76/ 8) ]
= P( -2.5 z 2)
= P(z 2 ) - P(z -2.5)
Using z table,
=0.9772-0.0062
=0.9710
probability=0.9710