Nonparametric Methods in Astronomy: Think, Regress, Observe -- Pick Any Three

Charles L. Steinhardt, Adam S. Jermyn

Telescopes are much more expensive than astronomers, so it is essential to minimize required sample sizes by using the most data-efficient statistical methods possible. However, th…