How robjhyndman/fpp3_slides works
This repository is a set of teaching slides accompanying Forecasting: Principles and Practice, 3rd edition. A learner studies material spanning forecasting foundations, time-series exploration and decomposition, forecasting evaluation, and major model families. The tree and README support these topic groupings; no source excerpts were provided, so the graph does not claim runtime calls or links between chapters.
Main entry points: 1-0-getting-started.Rmd Getting Started · 1-1-what-can-be-forecast.Rmd Forecast Scope · 1-7-statistical-forecasting-perspective.Rmd Forecasting Perspective · 2-2-time-plots.Rmd Time-Series Plots
Components 22
Foundations
- Getting Started
1-0-getting-started.Rmd - Forecast Scope
1-1-what-can-be-forecast.Rmd - Forecasting Perspective
1-7-statistical-forecasting-perspective.Rmd
Exploration
- Time-Series Plots
2-2-time-plots.Rmd - Time-Series Patterns
2-3-ts-patterns.Rmd - Autocorrelation
2-8-autocorrelation.Rmd - Transformations
3-1-transformations.Rmd - Decomposition
3-4-classical-decomposition.Rmd - STL Decomposition
3-6-stl.Rmd
Forecast Evaluation
- Forecast Workflow
5-1-workflow.Rmd - Benchmark Methods
5-2-benchmarks.Rmd - Residual Diagnostics
5-4-diagnostics.Rmd - Point Evaluation
5-8-evaluating_point.Rmd - Distribution Evaluation
5-9-eval-distributions.Rmd
Forecast Models
- Regression Forecasts
7-6-forecasting-regression.Rmd - ETS Models
8-6-ets.Rmd - ETS Forecasting
8-7-forecastingets.Rmd - ARIMA Models
9-5-arima.Rmd - Automatic ARIMA
9-6-autoarima.Rmd - ARIMA Forecasting
9-8-arimaforecasting.Rmd - Dynamic Regression
10-3-forecasting.Rmd
Other components
- Learner
Connections 21
- Learner → Getting Started: studies
- Learner → Forecast Scope: studies
- Learner → Forecasting Perspective: studies
- Learner → Time-Series Plots: studies
- Learner → Time-Series Patterns: studies
- Learner → Autocorrelation: studies
- Learner → Transformations: studies
- Learner → Decomposition: studies
- Learner → STL Decomposition: studies
- Learner → Forecast Workflow: studies
- Learner → Benchmark Methods: studies
- Learner → Residual Diagnostics: studies
- Learner → Point Evaluation: studies
- Learner → Distribution Evaluation: studies
- Learner → Regression Forecasts: studies
- Learner → ETS Models: studies
- Learner → ETS Forecasting: studies
- Learner → ARIMA Models: studies
- Learner → Automatic ARIMA: studies
- Learner → ARIMA Forecasting: studies
- Learner → Dynamic Regression: studies