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Publications [#333225] of David B. Dunson

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Papers Published

  1. Dunson, DB, Statistics in the big data era: Failures of the machine, Statistics & Probability Letters, vol. 136 (May, 2018), pp. 4-9, Elsevier BV [doi]
    (last updated on 2019/05/23)

    Abstract:
    © 2018 There is vast interest in automated methods for complex data analysis. However, there is a lack of consideration of (1) interpretability, (2) uncertainty quantification, (3) applications with limited training data, and (4) selection bias. Statistical methods can achieve (1)-(4) with a change in focus.

 

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Mathematics Department
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