Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
7548484 | Statistics & Probability Letters | 2018 | 11 Pages |
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.
Related Topics
Physical Sciences and Engineering
Mathematics
Statistics and Probability
Authors
David B. Dunson,