What are the conditions under which a distribution reduces down a dimension?
For example, suppose I have a 2D gaussian distribution for X and Y. Under what condition(s) on Y does the distribution "reduce" down to a 1D gaussian distribution for X?
I don't want to say more so as not to bias the answers.