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JMP Start Statistics, 6th Edition by Sheila Loring, Ann Lehman, Mia L. Stephens, John Sall

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9 Comparing Many Means: One-Way Analysis of Variance

Overview

In Chapter 8, “The Difference Between Two Means,” the t-test was the tool used to compare the means of two groups. However, if you need to test the means of more than two groups, the t-test can–t handle the job because it is defined only for two groups. This chapter shows how to compare more than two means using the one- way analysis of variance, or ANOVA for short. The F-test, which has made brief appearances in previous chapters, is the key element in an ANOVA. It is the statistical tool necessary to compare many groups, just as the t-test compares two groups. This chapter also introduces multiple comparisons, reviews the topic of unequal variances, and extends nonparametric methods ...

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