2 papers
stat.ME2023
Evaluating the Alignment of a Data Analysis between Analyst and Audience
Lucy D'Agostino McGowan, Roger D. Peng, Stephanie C. Hicks
A challenge that data analysts face is building a data analysis that is useful for a given consumer. Previously, we defined a set of principles for describing data analyses that ca…
stat.ME2023
Modeling Data Analytic Iteration With Probabilistic Outcome Sets
Roger D. Peng, Stephanie C. Hicks
In 1977 John Tukey described how in exploratory data analysis, data analysts use tools, such as data visualizations, to separate their expectations from what they observe. In contr…