Covariance is different from the correlation coefficient, a measure of the strength of a correlative relationship. Covariance is an important tool in modern portfolio theory (MPT) for determining ...

We model a covariance matrix in terms of its corresponding standard deviations and correlation matrix. We discuss two general modeling situations where this approach is useful: shrinkage estimation of ...