generalized-additive-models

This document introduces generalized additive models. link to doc

Topics covered include:

• Comparison to GLM and standard models
• Applications of single and multiple smooth terms, including interactions
• Discussion of diagnostics, model comparison, and prediction
• Comparison to other approaches
• Technical treatment
• Brief demonstration of links to mixed models, and applications to temporal and spatial effects