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5 votes
1 answer
73 views

If $Z=X+Y$, and I know the probability distribution of $Z$ and $Y$, and $X\perp Y$ how to recover the probability distribution of X?

Suppose I know the distribution of $Z$ and $Y$: $Z\sim F_Z$ with density $f_Z$, $Y\sim F_Y$ with density $f_Y$. Suppose I also know that $Z=X+Y$, where $X$ and $Y$ are independent and the ...
ExcitedSnail's user avatar
  • 2,966
-1 votes
1 answer
200 views

Consistency when we want to find the distribution of sum of random variables following each one a distribution

I want to clarify a point that disturbs me among different cases. I am interested in formulate correctly in a general case when we know the distribution of different random variables and we want to ...
user avatar
0 votes
0 answers
396 views

Sum of a number of shifted exponentially distributed random variables

I know that the sum of $k$ independent exponentially distributed random variables each with density function: $$\displaystyle \lambda\,{{\rm e}^{-\lambda\,x}}$$ has an Erlang distribution: $$\...
Ad van der Ven's user avatar
1 vote
1 answer
634 views

What is the probability density function (pdf) of the dot product of M complex normal random variables?

What would be the probability density function (pdf) of the complex random variable given below? $$Z = \sum_{i=1}^{M}{x_{i}^{*}y_{i}}$$ where $x_i, y_i$ are independent r.v.'s with $\mathcal{CN}(0,c)...
Felipe Augusto de Figueiredo's user avatar
3 votes
1 answer
115 views

Sum of function of normally distributed values

I have a given number, $v$, given by $$v = \sum_{i=1}^N\left\{v_i \cdot \left[m \cdot \left(1 - b_i \cdot \mathbb{1}_{\geq w}(v_i)\right) - b_i \cdot \mathbb{1}_{< w}(v_i) \right] - a \cdot \mathbb{...
Red's user avatar
  • 535