I was paid for most of the year in the military with my home of record in Texas, moved in November to Missouri. Do I need to pay the Missouri taxes?

I did not earn money in Missouri and changed my home of record after getting out of the military in November. Now I have to pay $1847 to MO. Is there a way that I wouldn't need to?