Most certainly yes (if there is no air friction, or the room he is in is closed).
If the room is open, so the air outside will push the man a little bit backwards.
Yes, provided the train is traveling at a uniform velocity. You could consider the Earth traveling through space as your "train". If you were to jump you would land on the same spot, yes?