A probability density function shows the probability for each value of X. _The variance of X must be non-negative; the variance of Y must be non-negative; hence the covariance of X and Y must be non-negative _If X is a uniformly distributed random variable, the sum of all values of f(x) over the range [a, b] must equal one.