3 papers
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…
stat.AP2019
Elements and Principles for Characterizing Variation between Data Analyses
Stephanie C. Hicks, Roger D. Peng
The data revolution has led to an increased interest in the practice of data analysis. For a given problem, there can be significant or subtle differences in how a data analyst con…