If and are discrete random variables, we can define the joint characteristic function in terms of the joint probability mass function as follows:

                              

Properties of the Joint Characteristic Function

   The joint characteristic function has properties similar to the properties of the chacteristic function of a single random variable. We can easily establish the following properties:

            1.
            2.
            3. If and are independent random variables, then