A Minimal Book Example
1 Intro & Motivation
2 What is a linear Model?
- 2.1 General formulation
- 2.2 The least squares problem
3 Methods for solving linear models
4 How R solves linear models
5 Appendix A1 – Linear Algebra Concepts
6 Apendix A2 – An Aside on Optimizers
7 Apendix A3 – Other decomposition techniques
8 Apendix A4 – rogramming tidbits
- 8.1 The Ellipsis
- 8.2 match.call()
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How does R fit a linear model?

Chapter 2 What is a linear Model?

We will start off with a basic introduction of what exactly a linear

2.1 General formulation

2.2 The least squares problem

Problems with the closed form solution