Question for the grammar geeks

In fictional dialogue, when someone yells a question, do you include both the question mark and the exclamation mark? If both, what order are they in? My inclination is to make the question part paramount and put it second:

“What is this!?”

As opposed to:

“What is this?!”

Thoughts? Opinions? Official positions from grammar gurus?