Missouri allows Part Year Residents to file as Residents, in which case you would get a credit for any taxes paid to your other Part Year state; or as a Nonresident, in which case you would only pay the tax on your Missouri income. Since you moved from a state with no income tax, you will want to file as a Nonresident.