A time series is a set of observations about the performance of a variable over different time periods: quarterly sales for a particular company over the past five years, for example, or daily returns on a traded currency pair. Here we can explore two of the main uses of time series models: to explain the past and predict the future of a time series, and from there to orient ourselves to understand the behaviors of a given collection of data.
Some fundamental…
