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.
Mathematical performance and weight
Mathematical definition of independence
We now give a formal definition of independence of two categorical variables.