Amazingly, Fisher showed that you can estimate the effects of genes and environmental factors without ever identifying the actual genes or environmental factors involved. (In fact, scientists did not even know what a gene was back then.) Scientists improved on Fisher's statistical approach over the years, and for more than half a century breeders have used these methods successfully to improve their crops and livestock.