well another supposition could be time travellers taking an effort to arrive surreptitiously, so they DO travel in era clothing, but need to have their machine calibrated. maybe several attempted trips that drift the traveller into then back out of where they were supposed to go, but at the wrong time. once they make it to the correct time they are either commited forever. they die in that time or something like that. operating backwards in time though makes it that they are sighted sfter their death on their journey backwards. like I said in the original post, to many ideas/theories/possibilities on what might happen if persons had the technology to travel at will through time.
Of course the possibility that one would end up in hard vacuum with the earth being light years away because they didn't travel in space during their travel in time must be considered also.