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0 votes
0 answers
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What is difference between the joint probability distribution and the sum/convolution, of 2 dists? [duplicate]

Google is coming up a bit short when I searched for "joint vs sum random variables". Perhaps someone can provide an authoritative answer to compare and contrast the sum/convolution of 2 ...
Alexander Mills's user avatar
1 vote
1 answer
77 views

Probability of joint dependent events

I'm having trouble finding a way to do this calculation and checking if I'm correct: Let $X_1 \sim Exp(2)$ and $X_2 \sim Exp(2)$ be independent random variables $\left(f_X(x) = 2e^{-2x}\right)$, ...
Ander's user avatar
  • 113
3 votes
0 answers
82 views

When (if ever) is the sum of two dependent geometric RVs negative binominal?

Imagine you have two random variables $X $ and $Y$, you know $$ X \sim \text{Geometric}(p) \\ X + Y \sim \text{Negative Binomial}(2, p) $$ I am interested in what if anything can be said about the ...
mbpaulus's user avatar
  • 131
1 vote
0 answers
51 views

Independence of random variables and sums of random variables

I am seeking to find the joint distribution of X and Y. I have the marginal distributions of X and X+Y and they are independent. We have that $f(X=x,Y=y)=f(X=x,X+Y=x+y)$ which is equal to $f(X=x)f(X+...
jacob's user avatar
  • 459
1 vote
0 answers
196 views

Convolutions of joint random variables

I have two discrete dependent random variables $X,Y$, where both $X$ and $Y$ can take values either $0$ or $1$. Furthermore, I know their joint distribution $f_{X,Y}(X,Y)$. Now let's say I have an ...
user202654's user avatar
6 votes
1 answer
638 views

Aggregation with an overlap: Dirichlet distribution

Suppose that we have $$(p_1,p_2,p_3,p_4)\sim Dirichlet(a_1,a_2,a_3,a_4),$$ where $p_4=1-p_1-p_2-p_3.$ When we add random variables for example, $p_1+p_2$ and $p_3+p_4$, the resulting distributions ...
Andeanlll's user avatar
  • 433