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Explain diversifiable risk and undiversifiable risk

How are diversifiable risk and undiversifiable risk associated with portfolio?

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The contribution from the uncorrelated εs to the portfolio vanishes as we increase the number of assets in the portfolio; it is the risk related with the diversifiable risk. The remaining risk, that is correlated with the index, it is the undiversifiable systematic risk.

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