ANOVA Table

The one-way ANOVA table organizes the sums of squares, degrees of freedom, mean squares, and the $F$ statistic:

SourcedfSum of SquaresMean SquareStatistic
Between treatments$k-1$$SSTreat$$MSTreat$$F = MSTreat / MSE$
Within treatments$N-k$$SSE$$MSE$
Total$N-1$$SST$

This table is the standard summary output for one-way ANOVA.

R

fit <- aov(y ~ treatment, data = dat)
summary(fit)