625 high school freshmen were randomly selected for a national survey. Among survey participants, the mean grade-point average (GPA) was 2.9, and the standard deviation was 0.5. What is the approximate margin of error, assuming a 95% confidence level?
Solution :
sample size = n = 625
Degrees of freedom = df = n - 1 = 624
At 95% confidence level the t is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
t /2,df = t0.025,624 = 1.964
Margin of error = E = t/2,df * (s /n)
= 1.964 * (0.5 / 624)
= 0.039
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