This simple approximation has the following shortcoming: Although and will typically have different values for the discrete distribution, these probabilities will always be equal for the continuous distribution. Another way of expressing this shortcoming is as follows: Although for each integer X that is a possible value of X, this probability is necessarily 0 under the approximating p.d.f.