For example, conducting a covariance analysis of Stocks A and B records rates of return for three days. Stock A has returns of 1.8%, 2.2% and 0.8% on days one, two and three respectively.

The estimated covariance matrix of the parameter estimates is computed as the inverse Hessian matrix, and for unconstrained problems it should be positive definite. If the final parameter estimates ...