Gaussian distribution (Gauss'-i-an). A bell-shaped distribution based on two parameters, the mean and the standard deviation . The distribution characterizes repeated measurements, subject to random, additive errors, and has a fundamental place in parametric statistics. Named for Karl Friedrich Gauss (1777-1855), German mathematician. Syn: normal distribution .