7.00.02 - Generalized Linear Model Functions - Aster Analytics
Teradata Aster® Analytics Foundation User GuideUpdate 2
- Aster Analytics
- Release Number
- Release Date
- September 2017
- Content Type
- Programming Reference
- User Guide
- Publication ID
- English (United States)
GLM performs linear regression analysis for distribution functions using a user-specified distribution family and link function.
GLMPredict uses the model generated by GLM to perform generalized linear model prediction on new input data.
GLM2 is similar to GLM2 except that:
- GLM2 supports the regularization models ridge, LASSO, and elastic net.
- GLM2 uses the coordinate descent method to minimize the loss function (GLM uses the Fisher scoring method).
GLM2Predict uses the model and (optionally) the regularization table generated by GLM2 to perform generalized linear model prediction on new input data.