Constructing Matched Sets and Strata
作者： Paul R. Rosenbaum
DOI: 10.1007/978-1-4757-2443-1_9
关键词: Stratification (mathematics) 、 Mathematics 、 Statistics 、 Covariate 、 Propensity score matching
摘要: This chapter discusses the construction of matched sets or strata when there are several, perhaps many, observed covariates x. There three topics: propensity score, form an optimal stratification, and sets. introduction summarizes main issues findings.
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sci-hub.st 参考文章(31)
Paul R. Rosenbaum, A Characterization of Optimal Designs for Observational Studies Journal of the royal statistical society series b-methodological. ,vol. 53, pp. 597- 610 ,(1991) , 10.1111/J.2517-6161.1991.TB01848.X
Peter McCullagh, Regression Models for Ordinal Data Journal of the Royal Statistical Society: Series B (Methodological). ,vol. 42, pp. 109- 127 ,(1980) , 10.1111/J.2517-6161.1980.TB01109.X
William G. Cochran, Donald B. Rubin, Controlling Bias in Observational Studies: A Review Matched Sampling for Causal Effects. pp. 30- 58 ,(1974) , 10.1017/CBO9780511810725.005
Robert Endre Tarjan, Data Structures and Network Algorithms ,(1983)
Bergstralh Ej, Jacobsen Sj, Kosanke Jl, Software for optimal matching in observational studies. Epidemiology. ,vol. 7, pp. 331- ,(1996)
A. H. SMITH, J. D. KARK, J. C. CASSEL, G. F. S. SPEARS, ANALYSIS OF PROSPECTIVE EPIDEMIOLOGIC STUDIES BY MINIMUM DISTANCE CASE-CONTROL MATCHING American Journal of Epidemiology. ,vol. 105, pp. 567- 574 ,(1977) , 10.1093/OXFORDJOURNALS.AJE.A112421
Lester Randolph Ford, Flows in networks ,(1962)
Paul R. Rosenbaum, Optimal Matching for Observational Studies Journal of the American Statistical Association. ,vol. 84, pp. 1024- 1032 ,(1989) , 10.1080/01621459.1989.10478868
Donald B. Rubin, Using Multivariate Matched Sampling and Regression Adjustment to Control Bias in Observational Studies Journal of the American Statistical Association. ,vol. 74, pp. 318- 328 ,(1979) , 10.1080/01621459.1979.10482513
James B. Orlin, Thomas L. Magnanti, Ravindra K. Ahuja, Network Flows: Theory, Algorithms, and Applications ,(1993)