203 citations · 205 across the 3 of their papers we have counts for
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stat.OT2021
Perspective on Data Science
Roger D. Peng, Hilary S. Parker
The field of data science currently enjoys a broad definition that includes a wide array of activities which borrow from many other established fields of study. Having such a vague…
stat.OT2020
Reproducible Research: A Retrospective
Roger D. Peng, Stephanie C. Hicks
Rapid advances in computing technology over the past few decades have spurred two extraordinary phenomena in science: large-scale and high-throughput data collection coupled with t…
stat.OT2019
Evaluating the Success of a Data Analysis
Stephanie C. Hicks, Roger D. Peng
A fundamental problem in the practice and teaching of data science is how to evaluate the quality of a given data analysis, which is different than the evaluation of the science or…