ABSTRACT
Time series are sequences of measurements that follow non-random orders. The analysis of time series is based on the assumption that successive values of a random variable represent consecutive measurements taken at spaced time intervals. A common notation specifies a time series X indexed by the natural numbers:
x1, x2, . . . , xt−1, xt, . . . .
