In: Statistics and Probability
Solution:
Given:
Sample size = n = 41
Sample mean = 
Sample Standard Deviation = s = 19,861
Confidence level = c = 95% = 0.95
We have to construct the 95% t-confidence interval for the population mean student loan amount.
Formula:

where

Find tc value for c = 95% confidence level.
df = n - 1 = 41 - 1 = 40
Two tail area =1 - c = 1 - 0.95 = 0.05

tc = 2.021
Thus




Thus




Thus a 95% t-confidence interval for the population mean student loan amount is between:
( $20,416.33 , $32,950.67 )