A time series is a series of data points indexed (or listed or graphed) in time order. Most commonly, a time series is a sequence taken at successive equally spaced points in time. Thus it is a sequence of discrete-time data. Here, heteroscedasticity- and autocorrelation-consistent (HAC) standard errors are used.