An experiment is described that illustrates how chemical engineering correlations are created. Balls of different diameters and different specific gravities (all less than one) are dropped from several heights into a pool of water, and the maximum depth reached by the ball is measured. This data is used to estimate the coefficients for a correlation developed through consideration of the underlying physics, and maximum likelihood techniques are used to estimate the experimental variance in these estimated coefficients.