Yes. The withdrawal does not have to be within the same calendar/tax year as the home closing.
The closing must have been within 120 days of the withdrawals and the total, penalty free, withdrawal cannot exceed $10,000 ($20,000 Married, but no more than $10,000 fro each spouse's IRAs).
