Homepage › Solution manuals › Gilbert Strang › Linear Algebra and Learning from Data › Exercise 5.4.7
The joint probability pij = P(X = xi ∩Y = yj) = P(Y = yj|X = xi)P(X = xi) = P(Y = yj|X = xi)pi, so we have P(Y = yj|X = xi) = pij pi