ELI5: Explain Like I'm 5

Matrix gamma distribution

Okay kiddo, so you know how we sometimes have a bunch of numbers that we want to organize and work with? That's where a matrix comes in! It's like a big chart where we can put all our numbers neatly in rows and columns.

Now imagine that we have a lot of these charts, and each one is a little different. We might want to know how often certain numbers show up in each chart, and that's where the gamma distribution comes in. It tells us how likely certain numbers are to appear based on the patterns we see in these charts.

But what if we don't just have one chart, or even a few charts? What if we have a whole bunch of charts, and they're all related to each other in some way? That's where the matrix gamma distribution comes in! It helps us figure out the likelihood of certain numbers appearing not just in one chart, but across all the charts together.

Basically, the matrix gamma distribution is a way to see how all these different charts are connected and how likely certain numbers are to show up across all of them. Pretty cool, huh?