Question: why cumulative distribution function is used?
Answer: For two discrete random variables, it is beneficial to generate a table of probabilities and address the cumulative probability for each potential range of X and Y, and here is the example: given the joint probability density function in tabular form, determine the joint cumulative distribution function.