Regarding a random variable $Y$ that is a function of $X_i^{\prime }s$

There are different techniques to find the pdf of $Y$

Distribution function technique

Transformation technique

• can solve more complex problems
• for continuous random variables only

Moment generating function technique

• derived case by case