Inference results#

The objects returned by term_inference (a TermInference for a main effect, an InteractionInference for an interaction), random_effects, factor_smooth and the spline diagnostics. They are plain data containers; the model methods that produce them are documented on the SuperGLM pages, and the parts they are built from on the Internals page.

superglm.TermInference

Per-term inference result.

superglm.InteractionInference

Per-interaction inference result (lighter than TermInference).

superglm.RandomEffectResult

Variance-component summary and one row per fitted factor level.

superglm.FactorSmoothResult

Shared smoothing parameters and fitted level curves.

superglm.SplineRedundancyReport

Redundancy diagnostics for one spline feature.