203 citations · 205 across the 3 of their papers we have counts for
6 papers
Implications of Mortality Displacement for Effect Modification and Selection Bias
Honghyok Kim, Jong-Tae Lee, Roger D. Peng +2
Mortality displacement is the concept that deaths are moved forward in time (e.g., a few days, several months, and years) by exposure from when they would occur without the exposur…
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…
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…
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…
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…
Reproducible Research Can Still Be Wrong: Adopting a Prevention Approach
Jeffrey T. Leek, Roger D. Peng
Reproducibility, the ability to recompute results, and replicability, the chances other experimenters will achieve a consistent result, are two foundational characteristics of succ…