A random sample of 18 registered nurses in a large hospital showed that they worked on average 44.8 hours per week. The standard deviation of the sample was 2.4. Estimate the mean of the population with 95% confidence. Assume the variable is normally distributed. Round intermediate answers to at least three decimal places. Round your final answers to one decimal place.
Solution :
Given that,
= 44.8
s =2.4
n =18
Degrees of freedom = df = n - 1 =18 - 1 = 17
At 95% confidence level the t is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2= 0.05 / 2 = 0.025
t /2,df = t0.025,17 = 2.110 ( using student t table)
Margin of error = E = t/2,df * (s /n)
= 2.110* ( 2.4/ 18)
= 1.2
The 95% confidence interval mean is,
- E < < + E
44.8 - 1.2 < < 44.8+ 1.2
43.6 < < 46.0
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