If the weather was bad it could also be caused by a pilot getting disoriented, or perhaps an instrument failure. Plenty of aircraft with perfectly working flight controls have been nosedived to the ground either due to spatial disorientation, or pilots believing a faulty attitude indicator.

Of course suicide is another possibility in such cases.