In: Statistics and Probability
The cost of 5 gallons of ice cream has a variance of 49 with a mean of 36 dollars during the summer. What is the probability that the sample mean would differ from the true mean by less than 1.5 dollars if a sample of 142 5-gallon pails is randomly selected? Round your answer to four decimal places.
Solution :
Given that,
mean = 
 = 36
variance = 49
standard deviation = 
 = 7
n = 142

= 36

= 
 / 
n = 7 / 
142
P(34.5 < 
 < 37.5) = P((34.5 - 36) / 7 / 
142 <(
- 
)
/ 
< (37.5 - 36) / 7 / 
142 ))
= P(-2.55 < Z < 2.55)
= P(Z < 2.55) - P(Z < -2.55) Using z table,
= 0.9946 - 0.0054
= 0.9892
Probability = 0.9892