Sum of Squares (SS): A measure of total variability; it is partitioned into components such as SS Between and SS Within.
Degrees of Freedom (df): The number of independent values that can vary in an analysis without breaking any constraints.
$F$-ratio: $The ratio of Mean Square Between to Mean Square Within, used to determine if there are significant differences between group means.$