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- W4297886882 abstract "We argue that the words objectivity and subjectivity in statistics discourse are used in a mostly unhelpful way, and we propose to replace each of them with broader collections of attributes, with objectivity replaced by transparency, consensus, impartiality, and correspondence to observable reality, and subjectivity replaced by awareness of multiple perspectives and context dependence. The advantage of these reformulations is that the replacement terms do not oppose each other. Instead of debating over whether a given statistical method is subjective or objective (or normatively debating the relative merits of subjectivity and objectivity in statistical practice), we can recognize desirable attributes such as transparency and acknowledgment of multiple perspectives as complementary goals. We demonstrate the implications of our proposal with recent applied examples from pharmacology, election polling, and socioeconomic stratification." @default.
- W4297886882 created "2022-10-01" @default.
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- W4297886882 date "2015-08-21" @default.
- W4297886882 modified "2023-10-18" @default.
- W4297886882 title "Beyond subjective and objective in statistics" @default.
- W4297886882 doi "https://doi.org/10.48550/arxiv.1508.05453" @default.
- W4297886882 hasPublicationYear "2015" @default.
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