Well, he established them in his will. I was under the impression that the Peace prize was not in his will, but I just looked it up on wikipedia and it was. Looks like I got it confused with the "Nobel Memorial Prize in Economic Sciences", which shares his name and is administered by the same committee, but was established by others.