Seven steps toward more transparency in statistical practice

Volume: 5, Issue: 11, Pages: 1473 - 1480
Published: Nov 11, 2021
Abstract
We argue that statistical practice in the social and behavioural sciences benefits from transparency, a fair acknowledgement of uncertainty and openness to alternative interpretations. Here, to promote such a practice, we recommend seven concrete statistical procedures: (1) visualizing data; (2) quantifying inferential uncertainty; (3) assessing data preprocessing choices; (4) reporting multiple models; (5) involving multiple analysts; (6)...
Paper Details
Title
Seven steps toward more transparency in statistical practice
Published Date
Nov 11, 2021
Volume
5
Issue
11
Pages
1473 - 1480
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