4.3 Editorial Material

Machine learning versus statistical modeling

Journal

BIOMETRICAL JOURNAL
Volume 56, Issue 4, Pages 588-593

Publisher

WILEY-BLACKWELL
DOI: 10.1002/bimj.201300226

Keywords

Logistic regression; Prediction; Reproducibility; Transportability; Tuning parameters

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This is a discussion of the following papers: Probability estimation with machine learning methods for dichotomous and multicategory outcome: Theory by Jochen Kruppa, Yufeng Liu, Gerard Biau, Michael Kohler, Inke R. Konig, James D. Malley, and Andreas Ziegler; and Probability estimation with machine learning methods for dichotomous and multicategory outcome: Applications by Jochen Kruppa, Yufeng Liu, Hans-Christian Diener, Theresa Holste, Christian Weimar, Inke R. Konig, and Andreas Ziegler.

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