Update week37.do.txt

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Morten Hjorth-Jensen
2023-09-11 06:03:27 +02:00
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!eblock
!bblock Material for the lecture on Thursday September 7
* Statistical interpretation of Ridge and Lasso regression
* Resampling techniques, Bootstrap and cross validation
* Resampling techniques, Bootstrap and cross validation and bias-variance tradeoff
* Recommended Reading:
o Lectures on Resampling methods (these lectures)
o Bishop 1.3 (cross-validation) and 3.2 (bias-variance tradeoff)
o Hastie et al Chapter 7, here we recommend 7.1-7.5 and 7.10 (cross-validation) and 7.11 (bootstrap).
* "Video on cross validation":"https://www.youtube.com/watch?v=fSytzGwwBVw"
* "Video on bias-variance tradeoff":"https://www.youtube.com/watch?v=EuBBz3bI-aA"
!eblock
!split
===== Material from last week and relevant for the weekly exercises =====
!split
===== Linking the regression analysis with a statistical interpretation =====