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You want to do a study of where students sit and their GPA
You want to do a study of where students sit and their GPA. You know the population standard deviation of students' GPA is 1.25. You want to be 90% confident that the mean is within 0.25 points. What is the minimum number of students you should survey?
Expert Solution
Given Information
Standard deviation of students GPA (σ)(σ): 1.25
Confidence level: 90%
Width of confidence interval (Margin of Error E): 0.25
The critical value at 90% confidence interval for proportions is ??Zα2??(Zα2)
where \alpha is the level of significance and is calculated as,
α=1−0.90=0.1α=1−0.90=0.1
Using the significance level, the critical value is obtained using the Z-table as follows,
Zα2=Z0.05=1.645Zα2=Z0.05=1.645
The minimum number of students (sample size) is calculated as,
MinimumSamplesize=(z⋅σE)2=(1.645×1.250.25)2=67.65≈68MinimumSamplesize=(z⋅σE)2=(1.645×1.250.25)2=67.65≈68
Thus, the minimum number of students should survey is 68.
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