In: Statistics and Probability
Use the given degree of confidence and sample data to construct a confidence interval for the population mean mu.
Assume that the population has a normal distribution. Round to two decimal places. nequals10, x overbarequals14.5, sequals4.7, 95% confidence
A. 11.78less thanmuless than17.23
B. 11.14less thanmuless than17.86
C. 11.19less thanmuless than17.81
D. 11.15less thanmuless than17.85
Solution :
Given that,
= 14.5
s = 4.7
n = 10
Degrees of freedom = df = n - 1 = 10 - 1 = 9
At 95% confidence level the t is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
t /2,df = t0.025,9 =2.262
Margin of error = E = t/2,df * (s /n)
= 2.262 * (4.7 / 10) = 3.36
The 95% confidence interval estimate of the population mean is,
- E < < + E
14.5 - 3.36 < < 14.5 + 3.36
11.14 < < 17.86
(11.14 , 17.86 )
correct option is B.