Implementing Reproducible Research

Implementing Reproducible Research
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DOI:
10.18637/jss.v061.b02
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发表时间:
2014-10
影响因子:
5.8
通讯作者:
Brigid M. Wilson
Brigid M. Wilson
中科院分区:
计算机科学2区
文献类型:
--
作者:
Brigid M. Wilson

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自伊奥尼迪斯2005年发表《为什么大多数已发表的研究成果是错误的》以来的十年间,科学的自我修正本质不断受到质疑。该论文的标题(如果不是其全部内容的话)被广泛宣传,并引发了对科学研究是否真的对人类知识有贡献以及公众对科学的信任是否错位的质疑。科学界随之而来的生存危机指出,缺乏重复性和再现性是一个需要解决的主要问题。
The self-correcting nature of science has been questioned repeatedly in the decade since Ioannidis (2005), “Why Most Published Research Findings Are False”. The title of the paper, if not the entirety of its content, was widely publicized and called into question whether scientific research was truly contributing to human knowledge and whether public faith in science was misplaced. The existential crisis that ensued within the scientific community identified a lack of replication and reproducibility as a major problem that needed to be addressed.