Empirical characteristic function

In statistics, the empirical characteristic function is a numerically calculated approximation to the characteristic function.

If X i , i = 1 , 2 , … , n are i.i.d. observations, then the empirical characteristic function φ n ( t ) is defined as

It is useful in estimation theory and hypothesis testing.