In: Statistics and Probability
Data on 43 college graduates show that the mean time required to graduate with a bachelor's degree is 5.14 years with a standard deviation of 1.66 years. Use a single value to estimate the mean time required to graduate for all college graduates. Also, find the 95% confidence interval for the mean time required to graduate for all college graduates. The mean time required to graduate for all college graduates is approximately ? years (round to nearest hundreth as needed) Thus, the 95% confidence interval for the mean time required to graduate for all college graduates ranges from ?
Solution :
Given that,
Point estimate = sample mean = = 5.14
Population standard deviation = = 1.66
Sample size = n = 43
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
Margin of error = E = Z/2* ( /n)
= 1.96 * (1.66 / 43)
= 0.50
At 95% confidence interval estimate of the population mean is,
- E < < + E
5.14 - 0.50 < < 5.14 + 0.50
4.64 < < 5.64
(4.64 , 5.64 )