Hello,

It may be easier to deal with standard normal distribution... :

By knowing that if A follows a normal distribution (mu,sigmaČ), aA+b follows a normal distribution (a*mu+b , aČ sigmaČ), you have :

and

where

And it can be proved that U and are independent. But the only proof I know uses Gaussian vectors...