We all know about the pdf of a multivariate Gaussian distribution which is written using covariance matrices.

Kindly somebody give me a referece where I can find a derivation of that pdf or atleast a mathematical explanation of how the generalization to the multivariate case is made ..

thanks

UJJWAL