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Generalized additive models

A document introducing generalized additive models.๐Ÿ“ˆ

From m-clarkยทUpdated March 9, 2026ยทView on GitHubยท

This document introduces generalized additive models. [link to doc](https://m-clark.github.io/generalized-additive-models/) The project is written primarily in R, distributed under the Other license, first published in 2016. Key topics include: gam, generalized-additive-models, mgcv, modeling, r.

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

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This article is auto-generated from m-clark/generalized-additive-models via the GitHub API.Last fetched: 6/21/2026