Correspondence between the curriculum and the supporting litterature ISLR

First, note that the book of James et al 2013: An Introduction to Statistical Learning (ISLR), does not cover all the curriculum, nor all that is written in The Elements of Statistical Learning, and is only meant as a supplement, which is potentially easier to read. Below is an approximate correspondence between (parts of) the curriculum and ISLR:

Curriculum:                                 ISLR:

- Chapter 2                                  - Chapter 2

- Chapter 3.1                               - Chapter 3

- Chapter 4                                  - Chapter 4.1-4.4

- Chapter 5                                  - Chapter 7.3-7.5

- Chapter 6                                  - Chapter 7.6

- Chapter 7.10-7.11                     - Chapter 5 

- Chapter 9.1                               - Chapter 7.7

- Chapter 9.2                               - Chapter 8.1

- Chapters 10 and 15                  - Chapter 8.2

- Chapter 11                                - Chapter 10

- Chapter 14                               - Chapter 12

Av Ingrid Hobæk Haff
Publisert 27. feb. 2026 15:14 - Sist endret 27. feb. 2026 15:14