What is the best way to get from Haneda Airport to central Tokyo?

For a Haneda arrival with a large suitcase, how do the monorail, Keikyu line, airport limousine bus and taxis compare for reaching Shinjuku? Would you choose differently for a late-night arrival or another Tokyo neighborhood?