Process / pipelineClinical / epidemiology
贝叶斯队列研究
贝叶斯队列研究通过随访一个特定人群来估计发病率、风险或结局发生率，同时利用贝叶斯统计推断纳入先验知识，并通过后验概率分布而非经典的p值和置信区间来量化不确定性。它结合了队列研究的纵向观察设计与贝叶斯分析的概率更新逻辑，从而实现更丰富的不确定性量化和数据累积时的序贯更新。
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来源
- Spiegelhalter, D. J., Abrams, K. R., & Myles, J. P. (2004). Bayesian Approaches to Clinical Trials and Health-Care Evaluation. Wiley. ISBN: 978-0471499756
- Greenland, S. (2006). Bayesian perspectives for epidemiological research: I. Foundations and basic methods. International Journal of Epidemiology, 35(3), 765–775. DOI: 10.1093/ije/dyi312 ↗
如何引用本页
ScholarGate. (2026, June 3). Bayesian Cohort Study. ScholarGate. https://scholargate.app/zh/epidemiology/bayesian-cohort-study
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