Independence

If the conditional probabilities for Y are the same for all values of X, then Y is said to be independent of X.

If X and Y are independent, knowing the value of X does not give us any information about the likely value for Y.

Work performance and weight

Mathematical definition of independence

We now give a formal definition of independence of two categorical variables.