Standard syllabus
Forecasting · Undergraduate · Statistics
Topics
Forecasting foundations
- Components of time series: trend, seasonality, cycle
- Naive, average, and seasonal naive benchmarks
- Moving averages and exponential smoothing
- Forecast accuracy metrics: MAPE, MAD, RMSE
- Holdout samples and rolling forecasts
Regression-based forecasting
- Trend models and polynomial regression
- Seasonal dummy variables
- Autoregressive forecasting models (intro)
- Leading indicators and causal forecasting
- Combining forecasts
Judgment and communication
- Role of judgmental adjustments
- Forecast intervals and scenario analysis
- Forecasting for inventory and demand planning
- Presenting forecasts to decision makers
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