An auto-regressive model (of order n) is used when a time series is believed to be of the form xt = a1 xt-1 + … + a1 xt-(n-1) + noiset. The simplest example is a drunkards walk where n=1 and a1=1.
Used in Chap. 14: pages 216, 217
Also known as auto-regressive