I'm married filing jointly, and I moved from NJ to PA this year but my wife didn't. How do I handle state returns?

We have three sources of income: her W-2 (all earned while resident in PA); my academic fellowship from an institution in NJ (earned all year, before and after I moved from NJ to PA); and a 1099-DIV (her investment earnings).