The Big Lebowski is, among other things, a homage to Raymond Chandler's 1939 novel The Big Sleep, which was itself adapted for the screen twice so far. Several characters in Lebowski also have their counterparts in The Big Sleep:

This is probably incomplete, please /msg me if you spot any additional characters.