The chance of heads being 3:1 is the maximum likelihood estimate, which indeed is the best we can do if we don't know anything else. But usually we do have an i

The chance of heads being 3:1 is the maximum likelihood estimate, which indeed is the best we can do if we don't know anything else. But usually we do have an idea of reasonable values.