Example of Joint Probability Distributions: Bayes Law for Densities---I

• Let event X be x lies in [x, x+dx]

• Let event Y be y lies in [y, y+dy]

• Let be probability of X given Y.

• By definition

  

• or a conditional distribution (EDJRS p. 18).

• Similarly, let be probability of Y given X.

• We find