How well do statistical models predict the behavior of real-world systems? How can we make predictions about the likeliness and severity of worst-case system behavior? In this article, the authors explain how they used a function generator and oscilloscope to collect varying population sizes of measurement parameter results in order to investigate the accuracy of a statistical model's predictions.