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stat.ME2025
The ladder of abstraction in statistical graphics
Andrew Gelman
Graphical forms such as scatterplots, line plots, and histograms are so familiar that it can be easy to forget how abstract they are. As a result, we often produce graphs that are…
stat.ME2022
Prediction scoring of data-driven discoveries for reproducible research
Anna L. Smith, Tian Zheng, Andrew Gelman
Predictive modeling uncovers knowledge and insights regarding a hypothesized data generating mechanism (DGM). Results from different studies on a complex DGM, derived from differen…