where p ( x i , y j ) {\displaystyle p(x_{i},y_{j})} is the probability that X = x i {\displaystyle X=x_{i}} and Y = y j {\displaystyle Y=y_{j}} . This quantity should be understood as the amount of randomness in the random variable X {\displaystyle X} given the random variable Y {\displaystyle Y} .