Permanent Marriage Penalty Relief Act of 2009 - Makes permanent provisions of the Economic Growth and Tax Relief Reconciliation Act of 2001 and the Working Families Tax Relief Act of 2004 that eliminate the marriage penalty in the standard deduction, the 15-percent tax bracket, and the earned income tax credit.