Spatio-Temporal Prediction - Basic Build Options
Use the settings in this dialog box to set the basic model building options.
Model Settings
- Include intercept
- Including the intercept (the constant term in the model) can increase the overall accuracy of the solution. If you can assume the data passes through the origin, you can exclude the intercept.
- Maximum autoregressive order
-
Autoregressive orders specify which previous values are used to predict current values. Use this option to specify the number of previous records that are used to calculate a new value. You can choose any integer between 1 and 5.
Spatial Covariance
- Estimation method
- Select the estimation method to be used; you can choose either Parametric
or Nonparametric. For the Parametric method you can
choose from one of three Model types:
- Gaussian
- Exponential
- Powered Exponential If you select this option, you must also specify the Power level to be used. This level can be any value between 1 and 2, changed in 0.1 increments.