https://github.com/m-clark/generalized-additive-models

A document introducing generalized additive models.📈
https://github.com/m-clark/generalized-additive-models

gam generalized-additive-models mgcv modeling r random-effects splines

Last synced: 20 days ago
JSON representation

A document introducing generalized additive models.📈

• Host: GitHub
• URL: https://github.com/m-clark/generalized-additive-models
• Owner: m-clark
• License: other
• Created: 2016-12-10T16:37:01.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2024-01-15T19:55:17.000Z (over 1 year ago)
• Last Synced: 2025-03-30T14:11:41.087Z (about 2 months ago)
• Topics: gam, generalized-additive-models, mgcv, modeling, r, random-effects, splines
• Language: R
• Homepage: https://m-clark.github.io/generalized-additive-models/
• Size: 65.8 MB
• Stars: 78
• Watchers: 2
• Forks: 37
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.md

Awesome Lists containing this project

README

        
# generalized-additive-models

This document introduces generalized additive models. [link to doc](https://m-clark.github.io/generalized-additive-models/)

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