The probability density function of the sum of two independent random variables U and V, each of which has a probability density function, is the convolution of their separate density functions: f U + V ( x ) = ∫ ∫ − − ∞ ∞ x f U ( y ) f V ( x − − y ) d y = ( f U ∗ ∗ f V ) ( x )