Skip to content

m-clark/generalized-additive-models

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

74 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

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