Materials for one-day workshop on time series and forecasting presented to ISCRR, Melbourne.
Make sure you have a recent version of R and RStudio, and have installed the fpp and ggplot2 packages and all their dependencies.
- Introduction: Slides
- Time series visualization Slides [R code] [GDP data]
- Benchmark forecasting and time series decomposition Slides [R code]
- Exponential smoothing methods Slides [R code]
- ARIMA models Slides [R code]