**Lectures will be physical both on Monday (S3) and Thursday (S2)**.

**Lecture notes:**

[[https://github.com/stefaniemuff/statlearning/blob/master/8Trees/8Trees.pdf | 8Trees.pdf]]\\
[[https://htmlpreview.github.io/?https://github.com/stefaniemuff/statlearning/blob/master/8Trees/8Trees.html | 8Trees.html]]\\
[[https://github.com/stefaniemuff/statlearning/blob/master/8Trees/8Trees.Rmd | 8Trees.Rmd]]\\

[[https://github.com/stefaniemuff/statlearning/blob/master/8Trees/8Trees_annotated.pdf | Annotated slides]]\\

[[https://www.math.ntnu.no/emner/TMA4268/2018v/notes/CART1MA87012017BoLindqvist.pdf | Note from Bo Lindqvist in MA8701 in 2017 - Advanced topics in Statistical Learning and Inference]]\\


Variable importance using randomization:
[[https://github.com/stefaniemuff/statlearning/blob/master/8Trees/M8_variableImportanceRandomization.pdf | M8_variableImportanceRandomization.pdf]]

**Recordings from last year:**

[[https://ntnu.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=19165400-1340-417c-bc09-ace500fb9faf | Recorded lecture 8. March 2021]]\\

[[https://ntnu.cloud.panopto.eu/Panopto/Pages/Viewer.aspx?id=2a513c28-c415-44e7-a8d9-ace600b83fcc | Recorded lecture Monday 9. March (ca. 11:00-11:20)]] (I unfortunately forgot to record the first lesson last year)\\


**The online videos:**

[[https://www.youtube.com/results?search_query=ISLR+Chapter+8 | Online lecture by Hastie and Tibshirani, Chapter 8 (all parts, including R lab)]] \\


====== Recommended exercises: ======

   * [[https://github.com/stefaniemuff/statlearning/blob/master/Exercise8/RecEx8.pdf | RecommendedExercise8.pdf]]
   * [[https://htmlpreview.github.io/?https://github.com/stefaniemuff/statlearning/blob/master/Exercise8/RecEx8.html | RecommendedExercise8.html]]
   * [[https://github.com/stefaniemuff/statlearning/blob/master/Exercise8/RecEx8.Rmd | RecommendedExercise8.Rmd]]

   * [[https://github.com/stefaniemuff/statlearning/blob/master/Exercise8/RecEx8-sol.pdf | RecommendedExercise8-sol.pdf]]
   * [[https://htmlpreview.github.io/?https://github.com/stefaniemuff/statlearning/blob/master/Exercise8/RecEx8-sol.html | RecommendedExercise8-sol.html]]
   * [[https://github.com/stefaniemuff/statlearning/blob/master/Exercise8/RecEx8-sol.Rmd | RecommendedExercise8-sol.Rmd]]

**Physical supervision**

  * Monday 8:15-10:00: F2, Gamle Fysikk
  * Wednesday 14:15-16:00, Room S4