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what is the interpretation of the ANOVA results. If the null hypothesis is rejected, what is the alternative hypothesis that is being supported? and also,

what is the interpretation of the ANOVA results. If the null hypothesis is rejected, what is the alternative hypothesis that is being supported? and also, what is a description of why these sorts of tests are useful (i.e., what do post-hoc tests add to an ANOVA?), and an interpretation of the results. For instance, what can we say about how the average stop rate of each group compares to the other?

Mean Difference SE t p tukey p bonf p holm
Black Hispanic 0.423 0.142 2.985 0.009 0.009 0.006
White 0.522 0.142 3.680 < .001 < .001 < .001
Hispanic White 0.099 0.142 0.695 0.766 1.000 0.488

ANOVA Table for NYPD Drug Stop Frisks by Race/Ethnicity

Sum of Squares df Mean Square F p 2
Race/Ethnicity 11.531 2 5.765 7.644 < .001 0.056
Residuals 167.434 222 0.754

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