Distributions from an inherited IRA can be invested in other accounts. Consider all your options when taking RMDs and other distributions from an inherited IRA. Generally, your distribution is included in your gross income and will be subject to ordinary state and federal income taxes.
I do not know what state you are in. Post a comment with the State and I'll look at this some more.