Anova table
The total sum of squares can be split into three component sums of squares.
Interpreting the p-value
The p-value associated with the F-ratio for the treatments is interpreted in a similar way to other p-values:
A similar p-value can be used to test whether there are any differences between the blocks.
Examples
In practice, computer software will produce the anova table for you, so you only need to interpret the p-value associated with the treatments.