One Modern Culture of Statistics: Comments on Statistical Modeling: The Two Cultures (Breiman, 2001b)

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Author
Bühlmann, Peter
Date
2021
Type
    Journal Article
Rights / license
In Copyright - Non-Commercial Use Permitted
Abstract
We comment on Leo Breiman’s “Statistical Modeling: The Two Cultures” paper. We provide some thoughts on prediction from a broader perspective and argue that “aiming for one modern culture” is a highly embracing attempt for addressing key problems in data and information sciences.
Permanent link
https://doi.org/10.3929/ethz-b-000513864
Publication status
published
External links
Journal / series
Observational Studies
Volume
7(1)
Pages / Article No.
33 - 40
Publisher
Penn Press
Subject
Causality; Distributional robustness; Domain adaptation; Generalization; Prediction; Statistical machine learning
Organisational unit
03502 - Bühlmann, Peter L. / Bühlmann, Peter L.  
Funding
786461 - Statistics, Prediction and Causality for Large-Scale Data (EC)
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