Based on the rationality of the conditional value at risk as well as the important role of two fund separation theorem on securities investment,this paper analyzed the two fund separation theorem.For the portfolio with or without riskfree asset,we proved two fund separation theorem under the assumption that the portfolio return follows normal distribution.Further,we find that two fund separation theorem remains valid if the variance-covariance matrix is singular.
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