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倾向指数 第三讲 应用中的关键问题 被引量:15

Propensity score ( Ⅲ ) Key issues in practice of propensity score
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摘要 前两讲介绍了倾向指数(编者注:国内有学者译为倾向评分)的基本概念、研究步骤及其常用研究方法。本讲介绍应用倾向指数方法中的几个关键问题:一是倾向指数模型变量的选择;二是暴露组和对照组间可观测变量均衡性的评价;三是应用倾向指数方法后处理效应的估计;四是倾向指数模型的灵敏度分析。
出处 《中华流行病学杂志》 CAS CSCD 北大核心 2010年第7期823-825,共3页 Chinese Journal of Epidemiology
基金 国家自然科学基金(30800952)
关键词 倾向指数 变量选择 均衡 处理效应 灵敏度分析 Propensity score Variable selectionBalance Treatment effect Sensitivity analysis
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参考文献19

  • 1Rubin DB,Thomas N.Matching using estimated propensity scores:relating theory to practice.Biometrics,1996,52:249-264.
  • 2Perkins SM,Tu W,Underhill MG,et al.The use of propensity scores in pharmacoepidemiologic research.Pharmacoepidemiol Drug Safety,2000,9:93-101.
  • 3Brookhart MA,Schneeweias S,Rothman KJ,et al.Variable selection for propensity score models.Pract Epidemiol,2006,163:1149-1156.
  • 4Austin PC,Grootendorst P,Anderson GM.Acomparison of the ability of different propensity score models to balance measured variables between treated and untreated subjects:a Monte Carlo study.Stat Med,2007,26:734-753.
  • 5Wahle C,Adamopoulos C,Ekundayo OJ,et al.A propensity-matched study of outcomes of chronic heart failure(HF)in younger and older adults.Arch Gerontol Ger,2009,49:165-171.
  • 6Akazawa M,Biddle AK,Stearns SC.Economic assessment of early initiation of inhaled corticosteroids in chronic obstructive pulmonary disease using propensity score matching.Clin Therap,2008,30:1003-1015.
  • 7Adamopoulos C,Pitt B,Sui XM,et al.Low serum magnesium and cardiovascular mortality in chronic heart failure:a propensity-matched study.Int J Cardiol,2009,136:270-277.
  • 8Ekundayo OJ,Markland A,Lefante C,et al.Association of diuretic use and overactive bladder syndrome in older adults:a propensity score analysis.Arch Gerontol Ger,2009,49:64-68.
  • 9Flury BK,Reidwyl H.Standard distance in univariate and multivariate analysis.Am Statistician,1986,40:249-251.
  • 10Ho DE,Imai K,King G,et al.Matching as nonparametric preprocessing for reducing model dependence in parametric causal inference.Polit Anal,2007,15:199-236.

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