Federal Employee Combat Zone Tax Parity Act - Amends the Internal Revenue Code to exclude from the gross income of civilian federal employees compensation for active service in a combat zone or for periods of hospitalization for wounds, diseases, or injuries incurred while serving in a combat zone.