In: Statistics and Probability
A class survey in a large class for first-year college students asked, "About how many minutes do you study on a typical weeknight?" The mean response of the 259 students was x⎯⎯⎯ = 147 minutes. Suppose that we know that the study time follows a Normal distribution with standard deviation σ = 65 minutes in the population of all first-year students at this university. Use the survey result to give a 95% confidence interval for the mean study time of all first-year students. ___ to ___ ?
Can you also list step by step how to solve the problem on a calculator (TI-84 if possible)?
Solution :
Given that,
Point estimate = sample mean =
= 147
Population standard deviation =
= 65
Sample size = n =259
At 95% confidence level
= 1-0.95% =1-0.95 =0.05
/2
=0.05/ 2= 0.025
Z/2
= Z0.05 = 1.96
Margin of error = E = Z/2
* (
/n)
=1.96* (65 /
259 )
= 7.92
At 95% confidence interval estimate of the population mean is,
- E <
<
+ E
147 - 7.92 <
< 147 + 7.92
139.08 <
< 154.92
(139.08 ,154.92)