Negative variance

We have already mentioned in section  the possibility for $\Sigma_t$ having negative eigen-values and hence admitting the existence of portfolios for which the forecast variance of assets is negative. This is clearly a pathological situation that requires to be addressed. Below we present a preliminary framework for addressing all of the above problems which also serves to partially address the problem of negative variance.