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Averages, One Sample
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Averages, Two Samples
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Percentages, One Sample
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Percentages, Two Samples
One Sample Test Using Percentage Values
One-Tail Test
(Hypothesis that Percentage is greater than some test value or Percentage is less than some test value, but not both)
Two-Tail Test
(Hypothesis that Percentage is not equal to some test value)
To calculate the minimum possible statistical power, use a test value of 50% which produces the largest possible variance (also known as the "Most Pessimistic Variance Assumption").
Test Value (%):
(Value to compare the sample percentage to)
Sample (%):
Percentage (Value measured from sample or expected from sample)
Sample Size:
(Size of sample or desired number of respondents)
Alpha Error Level
or Confidence Level:
1%
2%
2.5%
3%
4%
5%
7.5%
10%
15%
20%
(Probability of incorrectly rejecting the null hypothesis that there is no difference in the percentage values). An Alpha of 5% corresponds to a 95% Confidence Interval.
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