Index numbers, visualization of simple time series examples, smoothing techniques, stationary time series and autocorrection, autoregressive moving average processes, modeling and farecasting with ARIMA processes, maximum likelihood and least squares estimation, non-stationary time series: ARIMA and seasonal ARIMA (SARIMA).

Pre-requisites: STAT310