In: Math
The U.S. Dairy Industry wants to estimate the mean yearly milk consumption. A sample of 20 people reveals the mean yearly consumption to be 72 gallons with a standard deviation of 15 gallons. Assume the population distribution is normal. (Use t Distribution Table.)
What is the best estimate of this value?
For a 99% confidence interval, what is the value of t? (Round your answer to 3 decimal places.)
Develop the 99% confidence interval for the population mean. (Round your answers to 3 decimal places.)
Solution :
Given that,
Best estimate = = 72
s = 15
n = 20
Degrees of freedom = df = n - 1 = 20 - 1 = 19
At 99% confidence level the t is ,
= 1 - 99% =
1 - 0.99 = 0.01
/ 2 = 0.01 / 2 = 0.005
t /2,df =
t0.005,19 = 2.861
t value = 2.861
Margin of error = E = t/2,df * (s /
n)
= 2.861 * (15 / 20)
= 9.596
The 99% confidence interval estimate of the population mean is,
- E <
<
+ E
72 - 9.596 < < 72 + 9.596
62.404 < < 81.596
(62.404 , 81.596)