吴建福. 四大的迷思及破解[J]. 应用概率统计, 2025, 41(3): 329-338. DOI: 10.12460/j.issn.1001-4268.aps.2025.2025044
引用本文: 吴建福. 四大的迷思及破解[J]. 应用概率统计, 2025, 41(3): 329-338. DOI: 10.12460/j.issn.1001-4268.aps.2025.2025044
WU C. F. Jeff, . The Myth and Debunking of the Big Four[J]. Chinese Journal of Applied Probability and Statistics, 2025, 41(3): 329-338.
Citation: WU C. F. Jeff, . The Myth and Debunking of the Big Four[J]. Chinese Journal of Applied Probability and Statistics, 2025, 41(3): 329-338.

四大的迷思及破解

The Myth and Debunking of the Big Four

  • 摘要: 本文探讨了统计学界对“四大天王”期刊(Ann.of Stat.,J.Am.Stat.Assoc.,Biometrika,J.Roy.Stat.Soc.B.)的过度重视现象,指出虽然“四大天王”在学术评价中起到了一定的积极作用,但过度依赖会导致学术视野狭窄,忽视国家和社会的实际需求,并建议将“四大天王”扩展为“华丽十大”,鼓励学者关注更多领域的期刊和会议,以促进学科交叉融合.本文还探讨了人工智能对统计学的影响,认为统计学仍具有独特的价值,并提出了一些关于统计学未来发展的思考,例如加强实验设计和不确定性量化等领域的研究,以及改进统计学人才培养模式.

     

    Abstract: This paper critiques the excessive reverence for the Big Four journals, Ann. of Stat., J. Am. Stat. Assoc., Biometrika and J. Roy. Stat. Soc. B., in the statistical community, arguing that this singular evaluation criterion narrows academic perspectives and leads scholars to neglect the actual needs of the nation and society. The author proposes expanding the Big Four to the Magnificent Ten and encourages scholars to pay attention to journals and conferences in various fields to promote interdisciplinary integration. The paper also explores the impact of artificial intelligence on statistics, recognizing the unique value of statistics, and offers thoughts on the future development of statistics, such as strengthening research in experimental design and uncertainty quantification, and improving the training model of statistics talents.

     

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