In: Statistics and Probability
An electrical firm manufactures light bulbs that have a length of life that is approximately normally distributed with an unknown standard deviation. If a sample of 30 bulbs has an average life of 780 hours and a sample standard deviation of 50 hours, find a 95% confidence interval for the population mean of all bulbs produced by this firm.
761.33 < µ < 798.67 |
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764.49 < µ < 795.91 |
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765.07 < µ < 794.93 |
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768.02 < µ < 791.98 |
Solution :
Given that,
= 780
s = 50
n = 30
Degrees of freedom = df = n - 1 = 30 - 1 = 29
a ) At 95% confidence level the t is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
t /2,df = t0.025,29 =2.045
Margin of error = E = t/2,df * (s /n)
= 2.045 * (50 / 30) = 18.668
The 95% confidence interval estimate of the population mean is,
- E < < + E
780 -18.668 < < 780 +18.668
761.33 < < 798.67