If you've found this book helpful, please consider helping to fund free, open and online textbooks. (Donations via PayPal.)
Contents
- 1 Getting started
- 2 The forecaster’s toolbox
- 3 Judgmental forecasts
- 4 Simple regression
- 4/1 The simple linear model
- 4/2 Least squares estimation
- 4/3 Regression and correlation
- 4/4 Evaluating the regression model
- 4/5 Forecasting with regression
- 4/6 Statistical inference
- 4/7 Non-linear functional forms
- 4/8 Regression with time series data
- 4/9 Summary of notation and terminology
- 4/10 Exercises
- 4/11 Further reading
- 5 Multiple regression
- 6 Time series decomposition
- 7 Exponential smoothing
- 8 ARIMA models
- 9 Advanced forecasting method
An online textbook by Rob J Hyndman and George Athanasopoulos
