You work with probability density functions because the probability of observing any given value in a continuum is zero. Density functions may be reasonable to

You work with probability density functions because the probability of observing any given value in a continuum is zero. Density functions may be reasonable to work with if they have some nice properties (continuity, unimodality, ...) The question and answers here seem to be from people that don't understand calculus.