Tea: A High-level Language and Runtime System for Automating Statistical Analysis

Eunice Jun

Maureen Daum

Jared Roesch

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Sarah E. Chasins

Emery D. Berger

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René Just

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Katharina Reinecke

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Proceedings of the 32nd Annual ACM Symposium on User Interface Software and Technology, pp. 591-603, 2019.

Cited by: 7|Views52

Keywords:

automated statistical analysis constraint-based system data science declarative programming language pre-registrationMore(2+)

Abstract:

Though statistical analyses are centered on research questions and hypotheses, current statistical analysis tools are not. Users must first translate their hypotheses into specific statistical tests and then perform API calls with functions and parameters. To do so accurately requires that users have statistical expertise. To lower this b...More

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