TU Wien:Advanced Methods for Regression and Classification VU (Filzmoser)/Oral exam 2026-02-01

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  • What is "statistical inference"? Give an example in the context of linear regression.
  • What are principal components? How can they be used for regression?
  • Define & explain the cost complexity function for smoothing splines. What is the solution?
  • SVM's, 2 group class. Formulate (math) the optim. problem for the separable case. Explain it in words
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