the berliner jelly donut company claims that its donuts contain a mean of m grams of jelly. A sample of 100 donuts from the bakery line shows a mean of 78g of jelly with a standard deviation of 12 g. what is a reasonable value for m at a confidence level of 95%?
Solution :
Given that,
Point estimate = sample mean = = 78 g
sample standard deviation = s = 12 g
sample size = n = 100
Degrees of freedom = df = n - 1 = 100 - 1 = 99
At 95% confidence level
= 1 - 95%
=1 - 0.95 =0.05
/2
= 0.025
t/2,df
= t0.025,99 = 1.984
Margin of error = E = t/2,df * (s /n)
= 1.984 * ( 12 / 100)
Margin of error = E = 2.38
The 95% confidence interval estimate of the population mean is,
± E
= 78 ± 2.38
= ( 75.62 g, 80.38 g )
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