对等性研究的复制
Charlotte Micheloud1, Leonhard Held1
1Epidemiology, Biostatistics and Prevention Institute (EBPI) and Center for Reproducible Science (CRS), University of Zurich, Zurich, Switzerland.
本研究引入了新的方法,即两次试验规则和怀疑的两次单边测试 (TOST),用于分析具有等价性设计的复制研究. 这些方法提高了功率,并允许复制成功,即使在没有重大发现的情况下.
科学领域:
- 生物统计学 生物统计学
- 科学中的可复制性
背景情况:
- 复制研究对于科学可信度至关重要.
- 现有的方法主要侧重于优越性设计,忽视等效设计.
- 分析复制研究与等效设计的方法存在差距.
研究的目的:
- 建议和评估使用等效设计进行复制研究的新分析方法.
- 为了解决缺乏分析基于等价性的复制研究的方法.
- 为复制研究中的样本大小计算提供工具.
主要方法:
- 从优势设置中调整两次试验规则和怀疑两次单边试验 (TOST) 程序.
- 操作特征的比较,包括I型错误率和项目功率.
- 拟议方法应用于可复制性项目的数据:癌症生物学.
主要成果:
- 两种拟议的方法都保持了整体的I型错误率.
- 怀疑的TOST程序证明了项目功率的增加,并允许成功复制无意义的结果.
- 这些方法适用于在复制研究中确定样本大小.
结论:
- 拟议的两项试验规则和怀疑的TOST程序为基于等效的复制研究提供了强大的方法.
- 与传统方法相比,怀疑TOST在动力和灵活性方面提供了优势.
- 这些方法有助于通过复制评估科学发现的更全面的框架.
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