Bayes Ball by Yung Normal Distribution Lyrics
I'm playing Bayes Ball all the time yeah
When N is high yeah, you ease my mind you make everything feel fine
Worry bout the chain rule? There's independence. Isn't it splendid?
I'm playing Bayes Ball all the time
But what's the point? It's to decompose the joint yeah
I'm playing Bayes Ball all the time yeah
K is really high, so I'm tryna simplify yeah
I'm playing Bayes Ball all the time yeah
I used the chain rule
Too much dеpendence so it's no good
Graph is too big, hеlla parents here like its home school
Exponential time to calculate my results
I'm representing these relationships like a damn noob
I know something I can do, I'mma make this thing look brand new
Reduce the size to like K^2, my stats knowledge just came through
You take out edges if they're not related, yeah
Based on things you think about the data, yeah
Hold on now its really small, yeah
Calculating won't take any time at all
Conditional assumptions really popping off
[Travis] They gon pull up on you, BRR BRR BRR!
All this independence means there might be more
We introduced it when we did the steps before
Between which ones though?
Oh I don't know
I'mma need some Bayes Balls
[Travis] BRR BRR BRR!
I'm playing Bayes Ball all the time yeah
When N is high yeah, you ease my mind you make everything feel fine
Worry bout the chain rule? There's independence. Isn't it splendid?
I'm playing Bayes Ball all the time
But what's the point? It's to decompose the joint yeah
I'm playing Bayes Ball all the time yeah
K is really high, so I'm tryna simplify yeah
I'm playing Bayes Ball all the time yeah
We gotta check which nodes are still related, yeah
We gotta check on what's D-separated, yeah
We'll check through all the 3 node combinations, yeah
If you don't know em just let me explain em
If you condition on Z when you're in a pipe
Then there's independence between X and Y
Same thing when you're in a fork
Now pay attention cause there's one more
Watch out for colliders
They make the independence higher
Now you know about all the conditions
Let's play some Bayes Ball like a statistician!
- When N is high yeah, you ease my mind you make everything feel fine
Worry bout the chain rule? There's independence. Isn't it splendid?
I'm playing Bayes Ball all the time
But what's the point? It's to decompose the joint yeah
I'm playing Bayes Ball all the time yeah
K is really high, so I'm tryna simplify yeah
I'm playing Bayes Ball all the time yeah
When N is high yeah, you ease my mind you make everything feel fine
Worry bout the chain rule? There's independence. Isn't it splendid?
I'm playing Bayes Ball all the time
But what's the point? It's to decompose the joint yeah
I'm playing Bayes Ball all the time yeah
K is really high, so I'm tryna simplify yeah
I'm playing Bayes Ball all the time yeah
I used the chain rule
Too much dеpendence so it's no good
Graph is too big, hеlla parents here like its home school
Exponential time to calculate my results
I'm representing these relationships like a damn noob
I know something I can do, I'mma make this thing look brand new
Reduce the size to like K^2, my stats knowledge just came through
You take out edges if they're not related, yeah
Based on things you think about the data, yeah
Hold on now its really small, yeah
Calculating won't take any time at all
Conditional assumptions really popping off
[Travis] They gon pull up on you, BRR BRR BRR!
All this independence means there might be more
We introduced it when we did the steps before
Between which ones though?
Oh I don't know
I'mma need some Bayes Balls
[Travis] BRR BRR BRR!
I'm playing Bayes Ball all the time yeah
When N is high yeah, you ease my mind you make everything feel fine
Worry bout the chain rule? There's independence. Isn't it splendid?
I'm playing Bayes Ball all the time
But what's the point? It's to decompose the joint yeah
I'm playing Bayes Ball all the time yeah
K is really high, so I'm tryna simplify yeah
I'm playing Bayes Ball all the time yeah
We gotta check which nodes are still related, yeah
We gotta check on what's D-separated, yeah
We'll check through all the 3 node combinations, yeah
If you don't know em just let me explain em
If you condition on Z when you're in a pipe
Then there's independence between X and Y
Same thing when you're in a fork
Now pay attention cause there's one more
Watch out for colliders
They make the independence higher
Now you know about all the conditions
Let's play some Bayes Ball like a statistician!
- When N is high yeah, you ease my mind you make everything feel fine
Worry bout the chain rule? There's independence. Isn't it splendid?
I'm playing Bayes Ball all the time
But what's the point? It's to decompose the joint yeah
I'm playing Bayes Ball all the time yeah
K is really high, so I'm tryna simplify yeah
I'm playing Bayes Ball all the time yeah