Measuring the Value of Affiliate Marketing

Dear Dr. pROfIt: My boss isn't a fan of affiliate marketing. She thinks affiliate marketing simply cannibalizes existing marketing activities, and that other marketing efforts drive consumers to an affiliate, where they complete their orders. How do I convince my boss that affiliate marketing is necessary and important, providing a significant return on investment?