In: Statistics and Probability
CNNBC recently reported that the mean annual cost of auto insurance is 996 dollars. Assume the standard deviation is 282 dollars, and the cost is normally distributed. You take a simple random sample of 7 auto insurance policies. Round your answers to 4 decimal places.
What is the distribution of X? X ~ N
What is the distribution of ¯x? ¯x ~ N
What is the probability that one randomly selected auto insurance is less than $954?
a simple random sample of 7 auto insurance policies, find the probability that the average cost is less than $954.
For part d), is the assumption of normal necessary? yes or no
Solution :
Given that ,
mean = = $996
standard deviation = = $282
a.
X N (996 , 282)
b
n = 7
= $996
= / n = 282 / 7 = 106.5860
N (996 , 106.5860)
c.
P(x < $954) = P[(x - ) / < (954 - 996) / 282]
= P(z < -0.15)
= 0.4404
Probability = 0.4404
d.
P( < $954) = P(( - ) / < (954 - 996) / 106.5860)
= P(z < -0.39)
= 0.3483
Probability = 0.3483
e.
yes