In: Statistics and Probability
Assume that females have pulse rates that are normally distributed with a mean of mu equals 73.0 beats per minute and a standard deviation of sigma equals 12.5 beats per minute a. If 1 adult female is randomly selected, find the probability that her pulse rate is less than 77 beats per minute If 25 adult females are randomly selected, find the probability that they have pulse rates with a mean less than 77 beats per minute
a)
Given,
= 73 , = 12.5
We convert this to standard normal as
P(X < x) = P(Z < ( x - ) / )
P(X < 77) = P(Z < (77 - 73) / 12.5)
= P(Z < 0.32)
= 0.6255
b)
Using central limit theorem,
P( < x) = P(Z < ( x - ) / ( / sqrt(n) ) )
P( < 77) = P(Z < (77 - 73) / (12.5 / sqrt(25) ) )
= P(Z < 1.6)
= 0.9452