In: Statistics and Probability
The authors of the article Boredom in Young adults–Gender and Cultural Comparisons administered the Boredom Proneness Scale to 97 male U. S. college students and found a sample mean of x = 10.40 with a sample standard deviation of s = 4.83. Calculate a 95% confidence interval for the true mean boredom proneness of male college students.
Solution :
Given that,
= 10.40
s =4.83
n =97
Degrees of freedom = df = n - 1 =97 - 1 = 96
a ) At 95% confidence level the t is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2= 0.05 / 2 = 0.025
t /2,df = t0.025,96 = 1.985 ( using student t table)
Margin of error = E = t/2,df * (s /n)
= 1.985* ( 4.83/ 97)
E = 0.9735
The 95% confidence interval estimate of the population mean is,
- E < < + E
10.40- 0.9735< <10.40 + 0.9735
9.4265 < < 11.3735
(9.4265 , 11.3735 )