The Mathematics of Value-at-Risk
A large amount of data on historical returns for the holdings in a portfolio is utilized to arrive at a VaR. Average returns, variances and covariances of the returns of each holding are calculated. Using these values, an average return and variance of the overall portfolio can be determined. ................
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