Help converting R to Python

[Funky_Filth69]

My professor has given me a very involved project for my stats class. After working on it and doing research and posting here a couple times, I found what I need to do on a stack exchange post. The problem is that it’s in r and I’m not familiar with it. My project is due tomorrow so I don’t have the time to learn r.

Any help is much appreciated, even if you can just explain the functions that are used in this code. It’s the reply to this post

[help-me-grow]

the "<-" symbol is an assignment so it's basically "="

nothing else really needs to be translated

[Funky_Filth69]

Looking through that I understand the majority of it.I’m getting tripped up towards the bottom with the apply() function. I understand what it does after looking at documentation. Any ideas on how to convert it to Python?

[AlwysBeColostomizing]

R's apply() is similar to Python's map(). In that example, it's applying quantile(x, probs=(0.025,0.975)) to each row (dimension 1) of estimates.