The course starts with a review of fundamental time series concepts. Forecasting techniques based on classical time series methods are provided. A through discussion of ARMA and ARIMA modelling will follow. The bulk of the course will be on forecasting based on these models as well as exponential smoothing and related techniques. All methods will be implemented in the R programming environment.