Summary
Data Science Methods Summary
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Summary for the course Data Science Methods, given for the Masters of Econometrics at Tilburg University in 2018. Summary of the book The Elements of Statistical Learning
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5 reviews
By: lotte1690 • 2 year ago
By: scjansma • 3 year ago
The summary is described as "Full summary of the book The Elements of Statistical Learning" however not all chapters are summarized. This summary covers chapters 1, 2, 4, 5, 6, 8 and 10. Unfortunately, I needed chapters 3,7 and 9 but these chapters are not covered in this summary.
By: taylorvink • 3 year ago
Apologies, I checked the description and adapted it to make it more clear that it was the full summary of the course as given in 2018. Thank you for the heads up
By: luukvanson • 3 year ago
By: daniquesabel • 4 year ago
By: renewijnen28 • 5 year ago
Asymptotic properties and many other derivations of different estimators are missing. Also there are some big mistakes in the summary, for example on how bootstrapping works.
By: taylorvink • 5 year ago
Hello! About the bootstrap, I got it directly from the book used 1 year ago, no input from me. For things missing, this could be the case - I only summarized what was needed for the course back then and the scope might have changed. So sorry if this was not what you expected, and for other people; the summary is based on the course given in 2018.
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