Let $X$ and $Y$ be independent random variables. If I am asked about the distribution of random variable $XY+Y$, is it ok if I compute $XY$ first and then add the result to $Y$ (via convolution, or otherwise), or I lose 'independence' here?
If so, I should I proceed. Thanks for your insights.