This study is a 16-week randomized, double-blind, placebo-controlled trial of olanzapine in adult outpatients with AN. 160 individuals with AN, ages > 18, will be randomly assigned to receive olanzapine or placebo for 16 weeks together with a medication management treatment. Primary outcomes will include weight gain as well as psychological symptoms known to be associated with AN, including obsessionality, mood, and anxiety.