Ernest Rutherford proved that radioactivity involved the nuclear transmutation of one chemical element to another.
Ernest Rutherford Biography
"All science is either physics or stamp collecting.
If your experiment needs statistics, you ought to have done a better experiment.
You should never bet against anything in science at odds of more than about 1012 to 1."