Find density function for $Y = e^X$

probabilityprobability distributions

$X$ is a continuous random variable. Let $Y= e^X$. Find the density function of $Y$ in terms of density function of $X$.

if $X$ is continuous random variable then $Y$ is too. So we know that
$$ \int_{- \infty}^{\infty} f_X(x) dx= 1 $$
so
$$ \int_{- \infty}^{\infty} f_Y(y) dy = 1 = \int_{- \infty}^{\infty} f_{e^X}(y) dy $$ But don't see how I can proceed there.

Best Answer

HINT

Assuming $y \ge 0$, we have $$ F_Y(y) = \mathbb{P}[ Y \le y] = \mathbb{P}\left[ e^X \le y\right] = \mathbb{P}[ X \le \ln(y) ] $$ Can you finish this to find $F_Y(y)$ and differentiate to get $f_Y(y)$?

Related Question