An ankle support for wearing over a persons lower leg and foot is disclosed. The ankle support includes a yoke made of a semi-rigid, flexible material. The yoke includes a shin portion and a stirrup portion. A removable cap that is adapted for extending over the stirrup portion of the yoke is used with the ankle support. The removable cap includes a groove for engaging the stirrup portion of the yoke. Additionally, a separate shin section cover that is adapted for extending over the shin portion of the yoke and include a groove that will accept a mating portion of the yoke is also provided. The shin section cover can be varied independently of the removable cap.