Doing it to yourself isn't so much the placebo effect, but rather autosuggestion. It was created by Émile Coué, who used to tell his patients to tell themselves every morning, "Every day, I am getting better" (in French of course).

http://en.wikipedia.org/wiki/Autosuggestion