Berlinet, Alain - In: Statistics & Probability Letters 25 (1995) 4, pp. 357-360
A transformation [phi] defined on a subset E of the real line and taking real values reduces the variance if and only if [phi] is Lipschitz continuous on E with constant equal to one. This result provides a general method to compare the variance of two random variables.