Example 3.2.4 Unbounded Random Variables. It is often convenient and useful to represent a continuous distribution by a p.d.f. that is positive over an unbounded interval of the real line. For example, in a practical problem, the voltage X in acertain electrical system might be a random variable with a continuous distribution that can be approximately represented by the p.d.f.