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Volumn 2, Issue 4, 1993, Pages 405-420

Comparison of Multivariate Matching Methods: Structures, Distances, and Algorithms

Author keywords

Full matching; Mahalanobis metric matching; Matched sampling; Observational studies; Optimal matching; Propensity scores

Indexed keywords


EID: 0003138938     PISSN: 10618600     EISSN: 15372715     Source Type: Journal    
DOI: 10.1080/10618600.1993.10474623     Document Type: Article
Times cited : (491)

References (19)
  • 3
    • 0017738625 scopus 로고
    • Matching When Covariables are Normally Distributed
    • Carpenter, R. G. (1977), “Matching When Covariables are Normally Distributed,” Biometrika, 64, 299-307.
    • (1977) Biometrika , vol.64 , pp. 299-307
    • Carpenter, R.G.1
  • 4
    • 0001563195 scopus 로고
    • The Planning of Observational Studies of Human Populations (With discussion)
    • Cochran, W. G. (1965), “The Planning of Observational Studies of Human Populations” (with discussion), Journal of the Royal Statistical Society, Ser. A, 128, 134-155.
    • (1965) Journal of the Royal Statistical Society, Ser.A , vol.128 , pp. 134-155
    • Cochran, W.G.1
  • 5
    • 0000057576 scopus 로고
    • Controlling Bias in Observational Studies: A Review
    • Cochran, W. G., and Rubin, D. B. (1973), “Controlling Bias in Observational Studies: A Review,” Sankya, Ser. A, 35, 417-446.
    • (1973) Sankya, Ser. A , vol.35 , pp. 417-446
    • Cochran, W.G.1    Rubin, D.B.2
  • 6
    • 0019382903 scopus 로고
    • Prognostic Importance of Anginal Symptoms in Angiographically Defined Coronary Artery Disease
    • Cohn, P., Harris, P., Barry, W., Rosati, R., Rosenbaum, P., and Watemaux, C. (1981), “Prognostic Importance of Anginal Symptoms in Angiographically Defined Coronary Artery Disease,” American Journal of Cardiology, 47, 233-237.
    • (1981) American Journal of Cardiology , vol.47 , pp. 233-237
    • Cohn, P.1    Harris, P.2    Barry, W.3    Rosati, R.4    Rosenbaum, P.5    Watemaux, C.6
  • 8
    • 0000145567 scopus 로고
    • Dropping Out of High School in the United States: An Observational Study
    • Rosenbaum, P. R. (1986), “Dropping Out of High School in the United States: An Observational Study,” Journal of Educational Statistics, 11, 207-224.
    • (1986) Journal of Educational Statistics , vol.11 , pp. 207-224
    • Rosenbaum, P.R.1
  • 9
    • 0000765623 scopus 로고
    • Sensitivity Analysis for Matching with Multiple Controls
    • Rosenbaum, P. R. (1988), “Sensitivity Analysis for Matching with Multiple Controls,” Biometrika, 75, 577-581.
    • (1988) Biometrika , vol.75 , pp. 577-581
    • Rosenbaum, P.R.1
  • 11
    • 0000180788 scopus 로고
    • A Characterization of Optimal Designs for Observational Studies
    • Rosenbaum, P. R. (1991), “A Characterization of Optimal Designs for Observational Studies,” Journal of the Royal Statistical Society, Ser. B, 53, 597-610.
    • (1991) Journal of the Royal Statistical Society, Ser. B , vol.53 , pp. 597-610
    • Rosenbaum, P.R.1
  • 12
    • 77951622706 scopus 로고
    • The Central Role of the Propensity Score in Observational Studies for Causal Effects
    • Rosenbaum, P. R., and Rubin, D. (1983), “The Central Role of the Propensity Score in Observational Studies for Causal Effects,” Biometrika, 70, 41-55.
    • (1983) Biometrika , vol.70 , pp. 41-55
    • Rosenbaum, P.R.1    Rubin, D.2
  • 13
    • 84945581878 scopus 로고
    • Constructing a Control Group Using Multivariate Matched Sampling Methods that Incorporate the Propensity Score
    • Rosenbaum, P. R., and Rubin, D. (1985), “Constructing a Control Group Using Multivariate Matched Sampling Methods that Incorporate the Propensity Score,” American Statistician, 39, 33-38.
    • (1985) American Statistician , vol.39 , pp. 33-38
    • Rosenbaum, P.R.1    Rubin, D.2
  • 14
    • 0000001801 scopus 로고
    • The Use of Matched Sampling and Regression Adjustment to Remove Bias in Observational Studies
    • Rubin, D. B. (1973), “The Use of Matched Sampling and Regression Adjustment to Remove Bias in Observational Studies,” Biometrics, 29, 185-203.
    • (1973) Biometrics , vol.29 , pp. 185-203
    • Rubin, D.B.1
  • 15
    • 0017295346 scopus 로고
    • Multivariate Matching Methods That are Equal Percent Bias Reducing, I: Some Examples
    • Rubin, D. B. (1976), “Multivariate Matching Methods That are Equal Percent Bias Reducing, I: Some Examples,” Biometrics, 32, 185-203.
    • (1976) Biometrics , vol.32 , pp. 185-203
    • Rubin, D.B.1
  • 16
    • 85144841000 scopus 로고
    • Using Multivariate Matched Sampling and Regression Adjustment to Control Bias in Observational Studies
    • Rubin, D. B. (1979), “Using Multivariate Matched Sampling and Regression Adjustment to Control Bias in Observational Studies,” Journal of the American Statistical Association, 74, 318-328.
    • (1979) Journal of the American Statistical Association , vol.74 , pp. 318-328
    • Rubin, D.B.1
  • 17
    • 0000091953 scopus 로고
    • Bias Reduction Using Mahalanobis Metric Matching
    • Rubin, D. B. (1980), “Bias Reduction Using Mahalanobis Metric Matching,” Biometrics, 36, 293-298.
    • (1980) Biometrics , vol.36 , pp. 293-298
    • Rubin, D.B.1
  • 18
    • 0016813970 scopus 로고
    • Efficiency of Case-control Studies with Multiple Controls Per Case: Continuous or Dichotomous Data
    • Ury, H. K. (1975), “Efficiency of Case-control Studies with Multiple Controls Per Case: Continuous or Dichotomous Data,” Biometrics, 31, 643-649.
    • (1975) Biometrics , vol.31 , pp. 643-649
    • Ury, H.K.1
  • 19
    • 0012523229 scopus 로고
    • On the Expected Value of a Random Assignment Problem
    • Walkup, D. (1979), “On the Expected Value of a Random Assignment Problem,” SIAM Journal on Computing, 8, 440-442.
    • (1979) SIAM Journal on Computing , vol.8 , pp. 440-442
    • Walkup, D.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.