2 papers
cs.OH2021
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…
cs.PL2019
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…