Previous studies have shown that chemotherapy has the same effect on treating breast cancer whether you receive it before or after surgery. Receiving chemotherapy before surgery, rather than after surgery, may allow you to have less extensive surgery by shrinking the size of your cancer. The purpose of this study is to assess if docetaxel and cytoxan can shrink the size of your breast tumor and allow you to preserve your breast or have less extensive surgery on your breast. Additionally, by receiving chemotherapy before surgery, we will be able to determine if your cancer is responsive to chemotherapy. Prior to entering this study, a special test, called the Oncotype DX assay, will be performed on a small amount of your cancer from the biopsy you had at the time you were diagnosed with breast cancer, to determine the likelihood that your cancer will benefit from and shrink with chemotherapy. You will only be eligible to enter this study if the recurrence score determined using the Oncotype DX assay is 25 or greater. Patients with hormone receptor-positive breast cancers with recurrence scores greater than or equal to 25 have been previously demonstrated to obtain a significant benefit from chemotherapy given after surgery.