 In the multivariate case, the mean vector and covariance matrix are

whereformula_26 is the gradient and formula_27 is the Hessian matrix.A special case of the natural exponential families are those with quadratic variance functions.Six NEFs have quadratic variance functions (QVF) in which the variance of the distribution can be written as a quadratic function of the mean.