"We can't understand why things like this happen and we may never get those answers," they wrote in a joint statement Alexa and Carlos PenaVega ... and the Big Time Rush star, 34, announced ...

"Spy Kids" actor Alexa PenaVega and her husband, "Big Time Rush" actor Carlos PenaVega ... water had broken and that she couldn't get the baby to move, despite her usually being active.