Publications [#333225] of David B. Dunson

Papers Published

1. Dunson, DB, Statistics in the big data era: Failures of the machine, Statistics and Probability Letters, vol. 136 (May, 2018), pp. 4-9, Elsevier BV [doi]
   (last updated on 2025/04/11)

   Abstract:
   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.