SAP Library - Univariate Forecasting

Start Level 1 Node: Univariate Forecasting

Univariate Forecasting

End Level 1 Node: Univariate Forecasting

Start Level 2 Node: Forecast Strategies

Forecast Strategies

End Level 2 Node: Forecast Strategies

Start Level 3 Node: Forecast Settings

Forecast Settings

End Level 3 Node: Forecast Settings

Start Level 3 Node: Model Initialization

Model Initialization

End Level 3 Node: Model Initialization

Start Level 3 Node: Reinitialization

Reinitialization

End Level 3 Node: Reinitialization

Start Level 4 Node: Example: Reinitialization by Copying Historical Values

Example: Reinitialization by Copying Historical Values

End Level 4 Node: Example: Reinitialization by Copying Historical Values

Start Level 3 Node: Trend Dampening Options for Exponential Smoothing

Trend Dampening Options for Exponential Smoothing

End Level 3 Node: Trend Dampening Options for Exponential Smoothing

Start Level 4 Node: Trend Dampening with Phi Parameter

Trend Dampening with Phi Parameter

End Level 4 Node: Trend Dampening with Phi Parameter

Start Level 3 Node: Ex-Post Forecast

Ex-Post Forecast

End Level 3 Node: Ex-Post Forecast

Start Level 3 Node: Moving Average Model

Moving Average Model

End Level 3 Node: Moving Average Model

Start Level 3 Node: Weighted Moving Average Model

Weighted Moving Average Model

End Level 3 Node: Weighted Moving Average Model

Start Level 3 Node: Constant Model w. 1st Order Exponential Smoothing

Constant Model w. 1st Order Exponential Smoothing

End Level 3 Node: Constant Model w. 1st Order Exponential Smoothing

Start Level 3 Node: Automatic Adaptation of the Alpha Factor

Automatic Adaptation of the Alpha Factor

End Level 3 Node: Automatic Adaptation of the Alpha Factor

Start Level 3 Node: Trend/Seasonal Models with First-Order Exponential Smoothing

Trend/Seasonal Models with First-Order Exponential Smoothing

End Level 3 Node: Trend/Seasonal Models with First-Order Exponential Smoothing

Start Level 3 Node: Models with Second Order Exponential Smoothing

Models with Second Order Exponential Smoothing

End Level 3 Node: Models with Second Order Exponential Smoothing

Start Level 3 Node: Linear Regression

Linear Regression

End Level 3 Node: Linear Regression

Start Level 3 Node: Seasonal Linear Regression

Seasonal Linear Regression

End Level 3 Node: Seasonal Linear Regression

Start Level 3 Node: Median Method

End Level 3 Node: Median Method

Start Level 3 Node: Automatic Model Selection Procedure 1

Automatic Model Selection Procedure 1

End Level 3 Node: Automatic Model Selection Procedure 1

Start Level 3 Node: Automatic Model Selection Procedure 2

Automatic Model Selection Procedure 2

End Level 3 Node: Automatic Model Selection Procedure 2

Start Level 3 Node: Manual Forecast

Manual Forecast

End Level 3 Node: Manual Forecast

Start Level 3 Node: Croston Method

End Level 3 Node: Croston Method

Start Level 2 Node: Outlier Correction

Outlier Correction

End Level 2 Node: Outlier Correction

Start Level 3 Node: Outlier Correction with the Ex-Post Method

Outlier Correction with the Ex-Post Method

End Level 3 Node: Outlier Correction with the Ex-Post Method

Start Level 3 Node: Outlier Correction with the Median Method

Outlier Correction with the Median Method

End Level 3 Node: Outlier Correction with the Median Method

Start Level 2 Node: Forecast Accuracy Measurements

Forecast Accuracy Measurements

End Level 2 Node: Forecast Accuracy Measurements

Start Level 3 Node: Mean Absolute Deviation (MAD)

Mean Absolute Deviation (MAD)

End Level 3 Node: Mean Absolute Deviation (MAD)

Start Level 3 Node: Error Total (ET)

Error Total (ET)

End Level 3 Node: Error Total (ET)

Start Level 3 Node: Mean Absolute Percent Error (MAPE)

Mean Absolute Percent Error (MAPE)

End Level 3 Node: Mean Absolute Percent Error (MAPE)

Start Level 3 Node: Mean Square Error (MSE)

Mean Square Error (MSE)

End Level 3 Node: Mean Square Error (MSE)

Start Level 3 Node: Root of the Mean Square Error (RMSE)

Root of the Mean Square Error (RMSE)

End Level 3 Node: Root of the Mean Square Error (RMSE)

Start Level 3 Node: Mean Percentage Error (MPE)

Mean Percentage Error (MPE)

End Level 3 Node: Mean Percentage Error (MPE)