Regression & Modelling
Fitting structure to data without fooling yourself.
9 topics · 2 curated works
Topics
Curated reading
2Then
Assumes you know the vocabulary.
- BookAn Introduction to Statistical LearningGareth James, Daniela Witten, Trevor Hastie & Robert Tibshirani, 2013
The approachable companion to Elements: the same models with the proofs traded for intuition and worked examples.
Go deeper
Primary sources and full treatments.
- PaperStatistical Modeling: The Two CulturesLeo Breiman, 2001
Distinguishes data modelling from algorithmic modelling and argues statistics lost ground by ignoring the second.