Properties of Joint Probability Density Function

          •  is always a non-negative quantity. That is,

                              

          • 

          •  The probability of any Borel set can be obtained by

                              

   Marginal density functions

          The marginal density functions and of two joint RVs and are given by the derivatives of the corresponding marginal distribution functions. Thus