In: Statistics and Probability
A teacher was interested in the mathematical ability of graduating high school seniors in her state. She gave a 32-item test to a random sample of 15 seniors with the following results: mean = 1270, and standard deviation = 160. Find the 95% confidence interval and write a sentence describing what it means. Show your work.
Solution :
Given that,
Point estimate = sample mean = = 1270
sample standard deviation = s = 160
sample size = n = 15
Degrees of freedom = df = n - 1 = 15 - 1 = 14
At 95% confidence level the t is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
t /2,df = t0.025,14 = 2.145
Margin of error = E = t/2,df * (s /n)
= 2.145 * (160 / 15)
= 88.61
The 95% confidence interval estimate of the population mean is,
- E < < + E
1270 - 88.61 < < 1270 + 88.61
1181.39 < < 1358.61
(1181.39 , 1358.61)