In: Statistics and Probability
50.
{Exercise 8.2 (Algorithmic)}
A simple random sample of 90 items from a population with σ = 7 resulted in a sample mean of 31.
If required, round your answers to two decimal places.
a. Provide a 90% confidence interval for the
population mean.
- to -
b. Provide a 95% confidence interval for the
population mean.
- to -
c. Provide a 99% confidence interval for the
population mean.
- to -
Solution :
Given that,
σ = 7
= 31
Sample size = n = 90
a)
Z/2 = 1.645
Margin of error = E = Z/2* ( /n)
= 1.645 * (7 / 90)
= 1.21
At 90% confidence interval estimate of the population mean is,
- E < < + E
31 - 1.21 < < 31 +1.21
29.79 < < 32.21
(29.79, 32.21)
b)
Z/2 = 1.96
Margin of error = E = Z/2* ( /n)
= 1.96 * (7 / 90)
= 1.42
At 95% confidence interval estimate of the population mean is,
- E < < + E
31 - 1.42 < < 31 +1.42
29.58 < < 32.42
(29.58, 32.42)
c)
Z/2 = 2.576
Margin of error = E = Z/2* ( /n)
= 2.576 * (7 / 90)
= 1.90
At 99% confidence interval estimate of the population mean is,
- E < < + E
31 - 1.90 < < 31 +1.90
29.10 < < 32.90
(29.10, 32.90)