A probability density function is most commonly associated with absolutely continuous univariate distributions. A random variable X has density f X , where f X is a non-negative Lebesgue-integrable function, if: Pr [ a ≤ ≤ X ≤ ≤ b ] = ∫ ∫ a b f X ( x ) d x .