Yes. But think, how would you find somewhere to live, pay for electricity, heating in the winter, food, clothes, and all the other things that you'd need?
At the age of 16 you have the right to leave home and, if you so choose, never to have any contact with your parents again. If your parents were to report you as "missing", and the police were to locate you, the police would be prohibited from revealing your whereabouts to your parents without your permission (although they could let them know that you were OK).