STARS
Preface
Audience
Prerequisites
Goal
Outline
Workshop Setup
Other
Why not just use standard methods?
Heteroscedasticity, non-normality etc.
Polynomial Regression
A more complex relationship
Building up to GAMs
Piecewise polynomial
Introducing GAMs
Polynomial spline
Practical GAM
Getting started
Fitting the model
Issues
Extensions
Extensions
Connections & Generalizations
Summary
Exercises
Exercise 1
Exercise 2
Exercise 3
Exercise 4
Technical details
GAM Introduction
A detailed example
The number of knots and where to put them.
Interpreting output for smooth terms
References
Michael Clark
My god, it’s full of STARs!
Using Astrology to Enhance
Your
Results!
My god, it’s full of STARs!
Using Astrology to Enhance
Your
Results!
Michael Clark
https://m-clark.github.io/workshops/stars/
2017-04-12