In: Statistics and Probability
CNNBC recently reported that the mean annual cost of auto
insurance is 961 dollars. Assume the standard deviation is 237
dollars. You take a simple random sample of 94 auto insurance
policies.
Find the probability that a single randomly selected value is more
than 964 dollars.
P(X > 964) =
Find the probability that a sample of size n=94n=94 is randomly
selected with a mean that is more than 964 dollars.
P(M > 964) =
Solution :
Given that ,
mean = = 961
standard deviation = = 237
(a)
P(x > 964) = 1 - P(x < 964)
= 1 - P((x - ) / < (964 - 961) / 237)
= 1 - P(z < 0.0127)
= 1 - 0.5051
= 0.4949
P(x > 964) = 0.4949
Probability = 0.4949
(b)
n = 94
= 961 and
= / n = 237 / 94
P(M > 964) = 1 - P(M < 964)
= 1 - P((M - ) / < (964 - 961) / 237 / 94 )
= 1 - P(z < 0.1227)
P(M > 964) = 1 - 0.5488 = 0.4512
Probability = 0.4512