Yes, you can. Dig a hole approximately 1 foot deep and 18 inches wide with a mound of soil in the middle. Carefully cut the soil around the existing rose bush and remove the entire root ball. Once transplanted, layer soil around the plant, then water and wait for it to drain, repeating with two or three more soil layers.