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Two Sample T-Tests AP Statistics
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Comparing Two Means A 2-Sample T-test is used to compare two means from two different populations. *There is no pairing.* Sample sizes may not be equal. The goal of inference to compare the responses to treatments or to compare the characteristics from two populations. This is not matched-pairs!
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Side-by-side Comparison:
Matched-pairs 2-Sample One subject-two scores Two groups – two means µd = µ1 = µ2 Equal number sets (always) Mostly unequal sets
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Assumptions for Inference
Need two SRS’s. Samples are independent – no shared subjects. The same variable is measured for both samples (don’t have to list this one). Both populations are normally distributed.
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Hypotheses Ho: µ1 = µ2 or Ho: µ1 - µ2 = 0
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Test Statistic df = smaller of n1 -1 or n2 -1 (just let the calculator figure it out for you).
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Confidence Intervals df = smaller of n1 -1 or n2 -1
*Look for zero (no difference) in the interval.
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Homework 11.37, 11.40, 11.42, 11.53
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