a reproducible gallery of statistical graphics
The bean machine, also known as the quincunx or Galton box, is a device invented by Sir Francis Galton to demonstrate the Central Limit Theorem, in particular that the Normal distribution is approximated from the Binomial distribution, or properly speaking, de Moivre–Laplace theorem.
The function quincunx()
in the animation package shows you how
balls bounce left and right as they hit the pins. You can see the height of ball columns in the
bins approximates a bell curve.