Look at it this way. We see four Jedi in the OT. And they're all wearing the robes. Which implication makes more sense: it's a coincidence that they're all wearing robes, or they wear robes because they are Jedi?
Also, Jedi are supposed to be Samurai, right? Don't Samurai usually wear robes?