You don't have to file a statement to establish your residence termination and you don't have to use it in your case. You can file your Federal tax return as a resident and California state tax return as a part-time resident and specify your residency termination date there, it is acceptable. In that case, you'll need to pay Federal income taxes on your worldwide income for the whole year, and California income taxes on the income you made while were living in California.
