28 citations · 52 across the 5 of their papers we have counts for
5 papers
Odyssey: An Interactive Workbench for Expert-Driven Floating-Point Expression Rewriting
Edward Misback, Caleb C. Chan, Brett Saiki +3
In recent years, researchers have proposed a number of automated tools to identify and improve floating-point rounding error in mathematical expressions. However, users struggle to…
Understanding and Supporting Debugging Workflows in Multiverse Analysis
Ken Gu, Eunice Jun, Tim Althoff
Multiverse analysis, a paradigm for statistical analysis that considers all combinations of reasonable analysis choices in parallel, promises to improve transparency and reproducib…
Tisane: Authoring Statistical Models via Formal Reasoning from Conceptual and Data Relationships
Eunice Jun, Audrey Seo, Jeffrey Heer +1
Proper statistical modeling incorporates domain theory about how concepts relate and details of how data were measured. However, data analysts currently lack tool support for recor…
Hypothesis Formalization: Empirical Findings, Software Limitations, and Design Implications
Eunice Jun, Melissa Birchfield, Nicole de Moura +2
Data analysis requires translating higher level questions and hypotheses into computable statistical models. We present a mixed-methods study aimed at identifying the steps, consid…
Tea: A High-level Language and Runtime System for Automating Statistical Analysis
Eunice Jun, Maureen Daum, Jared Roesch +4
Though statistical analyses are centered on research questions and hypotheses, current statistical analysis tools are not. Users must first translate their hypotheses into specific…