In: Statistics and Probability
A survey of nonprofit Universities showed that online fundraising has increased in the past year. Based on a sample of 80 Universities, the mean quantity per donation in the past year was $82, with a standard deviation of $9. You are required to create a 95% confidence interval with the data.
What is the margin of error?
What is the point estimate for this for μ using the data
above?
Solution :
Given that,
Point estimate = sample mean = = $82
Population standard deviation = =$9
Sample size n =80
At 95% confidence level the z is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
Z / 2 = Z0.025 = 1.96 ( Using z table )
Margin of error = E = Z
/ 2 * (
/n)
= 1.96 * (9 / 80 )
= 1.9722
At 95% confidence interval estimate of the population mean
is,
- E < < + E
82-1.9722 <
<82 + 1.9722
80.0278 <
< 83.9722
( 80.0278 , 83.9722)