prepositions - "Stay home" or "stay at home" – which is correct and why?

Stay home.

Stay at home.

When "home" functions as an adverb, it can modify the verb "stay". There are other examples, such as "go home",but there is no expression:

Go to home.

So I wonder which one is correct.