The Bean Machine and the Central Limit Theorem

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.

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

References

• This article was reproduced from vistat