Exponential Smoothing Forecasting
Machine Learning · Further Education · Time Series Analysis
Exponential Smoothing Forecasting introduces the concept of using weighted averages of past values to predict future values in a time series. Students will learn various exponential smoothing methods, including simple exponential smoothing, Holt's linear trend, and Holt-Winters seasonal.
Zum Üben gibt es 44 Aufgaben. Jede Antwort bekommt sofort eine Rückmeldung, kostenlos und ohne Anmeldung.
Das gehört dazu
- Introduction to Exponential Smoothing
- Simple Exponential Smoothing
- Holt's Linear Trend
- Holt-Winters Seasonal
- Smoothing Constant Selection
- Model Evaluation and Selection
- Applications of Exponential Smoothing
Stichworte
- Exponential Smoothing
- Time Series Forecasting
- Smoothing Constant
- Trend Component
- Seasonal Component
- Forecasting Accuracy
- Time Series Analysis