What are the assumptions required in order to employ ANOVA procedures and conduct an F-test?

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The 2018 General Social Survey contains information on the number of years of education that respondents have completed. The data are presented below. (Note: throughout the exercise, answers may vary due to roundi White Black Other Total Sample
Mean
13.98 13.37 12.68 13.73
Standard deviation 2.79, 2.72, 4.01 , 2.97
N 1,692 384 269 2,345
What are the assumptions required in order to employ ANOVA procedures and conduct an F-test?
What is the null hypothesis (and its equation)?
What is the research hypothesis?
Calculate the between-group sum of squares. Interpret this value. What does the between-group sum of squares mean?

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