In: Statistics and Probability
A stationary store wants to estimate the mean retail value of greeting cards that it has in its inventory. A random sample of 20 greeting cards indicates a sample mean value of $4.95 and a sample standard deviation of $0.82.
(a) Assuming the population follows a normal distribution, construct a 95% confidence interval estimate of the mean of all greeting cards in the store’s inventory. (Hint: use the t-tables.)
(b) Interpret the interval constructed in part (a). (Hint: an interpretation is to give a brief description of what the confidence interval tells the stationary store about the mean of all greeting cards in their inventory.)
Solution :
Given that,
= 4.95
s = 0.82
n = 20
Degrees of freedom = df = n - 1 = 20 - 1 = 19
a ) At 95% confidence level the t is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
t /2,df = t0.025,19 = 2.093
Margin of error = E = t/2,df * (s /n)
= 2.093 * ( 0.82 / 20 )
= 0.38
Margin of error = 0.38
b ) The 95% confidence interval estimate of the population mean is,
- E < < + E
4.95 - 0.38 < < 4.95 + 0.38
4.57 < < 5.33
(4.57, 5.33 )