As is often the case là gì

He is late again, as is often the case.

I am really confused about the sentence above. Why it is not "as it is often the case"?
How would you parse the word "as"? In my dictionaries, "as" can be an adverb, preposition, conjunction. However, I don't see any of them that fits here.
Thanks.