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