Update week37.do.txt
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!eblock
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!bblock Material for the lecture on Thursday September 7
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* Statistical interpretation of Ridge and Lasso regression
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* Resampling techniques, Bootstrap and cross validation
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* Resampling techniques, Bootstrap and cross validation and bias-variance tradeoff
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* Recommended Reading:
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o Lectures on Resampling methods (these lectures)
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o Bishop 1.3 (cross-validation) and 3.2 (bias-variance tradeoff)
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o Hastie et al Chapter 7, here we recommend 7.1-7.5 and 7.10 (cross-validation) and 7.11 (bootstrap).
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* "Video on cross validation":"https://www.youtube.com/watch?v=fSytzGwwBVw"
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* "Video on bias-variance tradeoff":"https://www.youtube.com/watch?v=EuBBz3bI-aA"
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!eblock
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!split
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===== Material from last week and relevant for the weekly exercises =====
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!split
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===== Linking the regression analysis with a statistical interpretation =====
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