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 Moivreâ€“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.

```
library(animation)
ani.options(interval = 0.03, nmax = 213)
quincunx()
```