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  • 标题:Pragmatism should Not be a Substitute for Statistical Literacy, a Commentary on Albers, Kiers, and Van Ravenzwaaij (2018)
  • 本地全文:下载
  • 作者:Ladislas Nalborczyk ; Paul-Christian Bürkner ; Donald R. Williams
  • 期刊名称:Collabra: Psychology
  • 电子版ISSN:2474-7394
  • 出版年度:2019
  • 卷号:5
  • 期号:1
  • 页码:13-17
  • DOI:10.1525/collabra.197
  • 出版社:University of California Press
  • 摘要:Based on the observation that frequentist confidence intervals and Bayesian credible intervals sometimes happen to have the same numerical boundaries (under very specific conditions), Albers et al. (2018) proposed to adopt the heuristic according to which they can usually be treated as equivalent. We argue that this heuristic can be misleading by showing that it does not generalise well to more complex (realistic) situations and models. Instead of pragmatism, we advocate for the use of parsimony in deciding which statistics to report. In a word, we recommend that a researcher interested in the Bayesian interpretation simply reports credible intervals.
  • 关键词:Bayesian statistics; Bayes; confidence interval; credible interval
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