In: Statistics and Probability
A chocolate chip cookie manufacturing company recorded the number of chocolate chips in a sample of 60 cookies. The mean is 22.46 and the standard deviation is 2.28. Construct a 90% confidence interval estimate of the standard deviation of the numbers of chocolate chips in all such cookies.
Solution :
Given that,
= 22.46
s = 2.28
n = 60
Degrees of freedom = df = n - 1 = 60 - 1 = 59
At 90% confidence level the t is ,
= 1 - 90% = 1 - 0.90 = 0.10
/ 2 = 0.10 / 2 = 0.05
t /2,df = t0.05,59 = 1.671
Margin of error = E = t/2,df * (s /n)
= 1.671 * (2.28 / 60)
= 0.492
The 90% confidence interval estimate of the population mean is,
- E < < + E
22.46 - 0.492 < < 22.46 + 0.492
21.968 < < 22.952
(21.968, 22.952)