The continuous uniform distribution on interval [a, b] has constant probability density f(x) = 1/(b-a). It models situations where every value in a range is equally likely. The mean is E(X) = (a+b)/2 and variance is Var(X) = (b-a)²/12. For discrete uniform distributions, all k equally likely outcomes each have probability 1/k.