1. Expectation and Variance of Continuous Random Variables

Example

  1. a RV with pdf

If

we can check

Now the expectation

Lemma.

For non-negative RV The expected value of is

Proof.
Assume has density

Proposition ( prop 2.1).

be a RV pdf and let then,

Proof.

Using this to prove the previous example