 The energy and the ECF tests are powerful tests that apply for testing univariate or multivariate normality and are statistically consistent against general alternatives.The normal distribution has the highest entropy of any distribution for a given standard deviation.There are a number of normality tests based on this property, the first attributable to Vasicek.