Module 3: Linear regression
Lecture notes:
Monday lecture:
3StatLearn.1-DSLee.pdf
3StatLearn.1-DSLee.pptx
Monday lecture from the last year:
3LinReg.pdf
3LinReg.html
3LinReg.Rmd
Thurday lecture::
3StatLearn.2-DSLee.pdf
3StatLearn.2-DSLee.pptx
Recorded video for the Self-study
(12 extra minutes about leverage plot, H matrix and distribution of residuals)
Thursday lecture from the last year:
3LinReg.pdf
3LinReg.html
3LinReg.Rmd
Recorded lecture 27.1.22
End of lecture
(12 extra minutes about leverage plot, H matrix and distribution of residuals)
The online videos:
Online lectures by Hastie and Tibshirani, Chapter 3 (all parts, including the R lab)