过早生育和以后的视网膜病变:P值不会造成风险因素
Olaf Dammann1,2, Kenneth Chui3, Brian K Stansfield4
1Department of Public Health & Community Medicine, Tufts University School of Medicine, Boston, MA, USA. olaf.dammann@tufts.edu.
Pediatric research
|June 25, 2025
概括
避免使用P值来确定变量关联. 相反,将信任区间解释为兼容性区间,以便在儿科临床流行病学研究中做出更好的决策.
科学领域:
- 流行病学 流行病学
- 生物统计学 生物统计学
背景情况:
- 在科学研究中,P值经常被误解.
- 统计学意义往往与实际重要性混为一谈.
研究的目的:
- 澄清P值的含义和适当使用.
- 倡导使用信心区间作为兼容性区间.
- 改善儿科临床流行病学的决策.
主要方法:
- 统计解释指南的审查.
- 对P值值的限制进行讨论.
- 解释信心区间作为兼容性的措施.
主要成果:
- P值并不表示一个零假设是真实的概率.
- 置信区间为效应大小提供了一系列可信的值.
- 兼容性间隔提供了一个比P值二分化更具信息性的方法.
结论:
- 阻止使用P值来对统计显著性的二进制决策.
- 促进对信心区间的解释作为兼容性区间.
- 提高儿科临床流行病学统计报告的严谨性和清晰性.
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