 Importance: This project will address the questions which physical activities are preferred by inactive women and whether the preferred training improves physical performance, physical activity, body mass index, body composition and bone mineral density. In addition, our study will explore whether those women who changed their diet in addition to being randomized to the training group have an enhanced benefit. 