In: Statistics and Probability
Find the 90% confidence interval for the mean TOEFL score from 5
randomly chosen graduate school applicants. Scores were normally
distributed with unknown standard deviation
-> 5 TOEFL score: 550 590 490 480 510
solution:
first of all calculating the mean and standard deviation from the sample data
mean =
dx is calculated as = X- mean of X
standard deviation =
significance level = = 1-0.9 = 0.10
since population standard deviation is not known, so we will use the t distribution
degree of freedom = n-1 = 5-1 = 4
critical value of t =
critical value of t is found out from the t table
margin of error =
so confidence interval for population mean =
so upper bound of interval = 524 + 43.48 = 567.48
lower bound of interval = 524 - 43.48 = 480.52
90% confidence interval for true population mean = (480.52 , 567.48)
demonstration of finding t critical value from the t table as follows: