As noted in the example, the empirical model is a discrete distribution. Therefore, the
derivative required to create the density and hazard rate functions cannot be taken. The
closest we can come, in an empirical sense, to estimating the hazard rate function is to
estimate the cumulative hazard rate function, defined as follows.