I was studying statistical inference when I had a problem with the following probability problem.
Problem:
Suppose I have that $X_i \sim Geom(p)$ where $ p \in [0,1]$.
Let us define $Y= \frac{1}{\sum_{1 \leq i \leq n} Xi}$.
I would like to find the value of $\mathbb{E}[Y]$.
My attempt:
I tried using some manipulation and using the Beta function but I cannot solve anything. I tried computing explicitly the sum involved but it is not easy. I used How to compute the sum of random variables of geometric distribution to compute the distribution of the sum of Geometrical a.v.