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  • 标题:Circular analysis in complex stochastic systems
  • 本地全文:下载
  • 作者:Angelo Valleriani
  • 期刊名称:Scientific Reports
  • 电子版ISSN:2045-2322
  • 出版年度:2016
  • 卷号:5
  • 期号:1
  • DOI:10.1038/srep17986
  • 语种:English
  • 出版社:Springer Nature
  • 摘要:Ruling out observations can lead to wrong models. This danger occurs unwillingly when one selects observations, experiments, simulations or time-series based on their outcome. In stochastic processes, conditioning on the future outcome biases all local transition probabilities and makes them consistent with the selected outcome. This circular self-consistency leads to models that are inconsistent with physical reality. It is also the reason why models built solely on macroscopic observations are prone to this fallacy.
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