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因果推断中的混杂控制 被引量:2

Control of Confounding in Causal Inference
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摘要 因果分析中混杂的控制是一个难题.本文探讨总体平均效应估计中混杂的控制问题,给出充分控制子集的识别方法. Control of confounding is a difficult issue in the analysis of causal effects. In this paper, we focus on the problem of confounding control in estimation of the average effect in the population, and propose a method to identify sufficient subsets for control of confounding.
作者 金华 方积乾
出处 《生物数学学报》 CSCD 2001年第3期362-366,共5页 Journal of Biomathematics
基金 国家自然科学基金重点项目(39930160)
关键词 平均效应 混杂控制 充分控制子集 因果分析 污染 肺功能 Average Effect Control of confounding Sufficient subsets
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参考文献5

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同被引文献18

  • 1钱军程,高军,饶克勤,Adam Wagstaff,Magnus Lindelow.新型农村合作医疗制度试点对农民卫生服务利用的影响研究[J].中国卫生统计,2008,25(5):450-453. 被引量:11
  • 2Alex Z Fu,唐艳,陈刚.倾向得分法综述[J].中国药物经济学,2008,0(2):27-34. 被引量:15
  • 3Morgan, S.L., Christopher, W. Counterfactuals and causal inference: Methods and principles for social research[M]. New York, USA: Cambridge University Press, 2007. 被引量:1
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  • 7Dawid, A.P. Conditional independence in statistical theory[J]. Journal of the Royal Statistical Society, Series B (Methodological), 1979, 41(1): 1-31. 被引量:1
  • 8Foster, M. Propensity score matching: An illustrative analysis of dose response[J]. Medical Care, 2003, 41(10): 1183-1192. 被引量:1
  • 9Lent, R.W., Brown, S.D. Social cognitive approach to career development: An overview[J]. Career Development Quarterly, 1996, 44(4): 310-321. 被引量:1
  • 10Bandura, A. Social foundations of thought and action: A social cognitive theory[M]. Englewood Cliffs, N.J.: Prentice- Hall, 1986. 被引量:1

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