Which of the following statements is INCORRECT?

A$.$ Coefficient of variation is a measure of risk.

B$.$ Risk averse investors require a higher risk premium for riskier securities$.$

C$.$ Risk averse investors always prefer stocks with lower standard deviation as standard deviation is a measure of risk.

D$.$ Stocks with a higher Sharpe ratio provide a better risk$-$reward trade$-$off.