The invention features methods for inhibiting the formation, reducing the size, and slowing the growth of an osteochondroma in a subject with multiple osteochondroma (MO) by administering to the subject palovarotene (also known as R667), or a pharmaceutically acceptable salt thereof. The methods described herein can also ameliorate complications associated with osteochondroma formation and growth in a subject with MO.