Can your parents control you if you are 17 and a girl in missouri?

Yes. The law makes no difference between you as a 17yo and you as a 14yo in that regard. When you are 18 you are emancipated and can do what you want. If you are pregnant though the decision is all yours and only you decide over the baby afterwards.