Cauchy Schwarz Inequality Expectation

Definition

For any RV $X,Y$ Expectation of their product is bounded by geometric average of their 2nd Moments.

$$|E(XY)|\le \sqrt{E(X^2)E(Y^2)}$$

Implications

• $|Cov(X,Y)|\le \sqrt{V(X)V(Y)}$