In: Statistics and Probability
Thirty randomly selected students took the calculus final. If the sample mean score was 79 and the standard deviation was 7 , find the 99% confidence interval for the mean score of all students. Assume the population is normally distributed and round to two decimal places.
Solution :
Given that,
= 79
s = 7
n = 30
Degrees of freedom = df = n - 1 = 30 - 1 = 29
At 99% confidence level the t is ,
= 1 - 99% = 1 - 0.99 = 0.01
/ 2 = 0.01 / 2 = 0.005
t /2 df = t0.005,29 = 2.756
Margin of error = E = t/2,df * (s /n)
= 2.756 * (7 / 30) = 3.52
The 99% confidence interval estimate of the population mean is,
- E < < + E
79 - 3.52 < < 79 + 3.52
75.48 < < 82.52
(75.48, 72.52 )