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F value is the ratio ofa.Mean square between and Mean square withinb.Mean square within and Mean square betweenc.sum of square and degree of freedomd.sum of square within and degree of freedom

Question

F value is the ratio ofa.Mean square between and Mean square withinb.Mean square within and Mean square betweenc.sum of square and degree of freedomd.sum of square within and degree of freedom

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Solution

The F value is the ratio of:

a. Mean square between and Mean square within

In the context of an ANOVA (Analysis of Variance), the F value is calculated as the ratio of the Mean Square Between (MSB) and the Mean Square Within (MSW). This is used to determine whether the means of several groups are equal.

MSB is the average of the group variances, with each group variance being the squared difference between the group's mean and the overall mean. MSW, on the other hand, is the average of the variances within each group.

The F value is calculated as follows: F = MSB/MSW. A high F value indicates that the group means are significantly different.

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