Also, exercise reduces colon cancer risk by 40-50% and breast cancer risk by 30-40%. Then there are other risk factors such as poor diet, insufficient vitamin D, etc. Overall it seems highly unlikely that cancer is mostly "bad luck".
http://www.cancer.net/navigating-cancer-care/prevention-and-...