I am trying to prove a simple question in probability. It is quite obviously, but somehow I could not prove it.
Suppose that a random variable $X > 0$ a.e.. It is possible that ${E}(X)=0$?
Thank you in advance.
I am trying to prove a simple question in probability. It is quite obviously, but somehow I could not prove it.
Suppose that a random variable $X > 0$ a.e.. It is possible that ${E}(X)=0$?
Thank you in advance.
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Hint. Let $E_n := \{X \ge \frac 1n\}$. The $E_n$ are measurable and $\{X > 0\} = \bigcup_n E_n$. Now argue as follows:
(i) Show that we cannot have $\mathbf{P}(E_n) = 0$ for all $n$ using that $\mathbf{P}(X > 0) = 1$.
(ii) Use that $X$ is positive a. e. and hence $\mathbf E(X) \ge \frac 1n \mathbf{P}(E_n)$ for all $n$.