The primary objective of this study is to compare end of study hemoglobin levels between Epoetin alfa at 40,000 units administered subcutaneously once every week and at 80,000 units subcutaneously every two weeks in anemic patients with cancer receiving chemotherapy. The secondary objectives of the study are to assess the Hb response, time to Hb response, transfusion requirements, and safety.