If a Missouri resident is out of the state for more than 183 days are they required to pay Missouri tax?

Yes.

The 183 day rules is for somebody who is not a MO resident. Even then, MO tax is due on some of his income

http://dor.mo.gov/pdf/nonres_flowchart.pdf