메뉴 건너뛰기




Volumn 52, Issue 1, 1996, Pages 249-264

Matching using estimated propensity scores: Relating theory to practice

Author keywords

Bias reduction; Nonrandomized studies; Observational studies

Indexed keywords

BENCHMARKING;

EID: 0029959044     PISSN: 0006341X     EISSN: None     Source Type: Journal    
DOI: 10.2307/2533160     Document Type: Article
Times cited : (1006)

References (26)
  • 1
    • 0028489866 scopus 로고
    • Lower medicare morality among a set of hospitals known for good nursing care
    • Aiken, L., Smith, H., and Lake, E. (1994). Lower medicare morality among a set of hospitals known for good nursing care. Medical Care 32, 771-787.
    • (1994) Medical Care , vol.32 , pp. 771-787
    • Aiken, L.1    Smith, H.2    Lake, E.3
  • 2
    • 0011284054 scopus 로고
    • Robustness of Fisher's linear discriminant function under two-component mixed normal models
    • Ashikaga, T. and Chang, P. (1981). Robustness of Fisher's linear discriminant function under two-component mixed normal models. Journal of the American Statistical Association 76, 676-680.
    • (1981) Journal of the American Statistical Association , vol.76 , pp. 676-680
    • Ashikaga, T.1    Chang, P.2
  • 3
    • 0001563195 scopus 로고
    • The planning of observational studies of human populations
    • Cochran, W. G. (1965). The planning of observational studies of human populations (with discussion). Journal of the Royal Statistical Society, Series A 128, 234-255.
    • (1965) Journal of the Royal Statistical Society, Series A , vol.128 , pp. 234-255
    • Cochran, W.G.1
  • 4
    • 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, Sankhya, Series A 35, 417-446.
    • (1973) Sankhya, Series A , vol.35 , pp. 417-446
    • Cochran, W.G.1    Rubin, D.B.2
  • 6
    • 0001493668 scopus 로고
    • Asymptotics of graphical projection pursuit
    • Diaconis, P. and Freedman, D. (1984). Asymptotics of graphical projection pursuit. The Annals of Statistics 12, 793-815.
    • (1984) The Annals of Statistics , vol.12 , pp. 793-815
    • Diaconis, P.1    Freedman, D.2
  • 7
    • 0027717184 scopus 로고
    • Effects of misspecification of the propensity score on estimators of treatment effect
    • Drake, C. (1993). Effects of misspecification of the propensity score on estimators of treatment effect. Biometrics 49, 1231-1236.
    • (1993) Biometrics , vol.49 , pp. 1231-1236
    • Drake, C.1
  • 8
    • 0023772141 scopus 로고
    • Skills acquisition among matched samples of institutionalized and community-based persons with mental retardation
    • Eastwood, E. and Fisher, G. (1988). Skills acquisition among matched samples of institutionalized and community-based persons with mental retardation. American Journal of Mental Retardation 93, 75-83.
    • (1988) American Journal of Mental Retardation , vol.93 , pp. 75-83
    • Eastwood, E.1    Fisher, G.2
  • 9
    • 84886193637 scopus 로고
    • The efficiency of logistic regression compared to normal discriminant analysis
    • Efron, B. (1975). The efficiency of logistic regression compared to normal discriminant analysis. Journal of the American Statistical Association 70, 892-898.
    • (1975) Journal of the American Statistical Association , vol.70 , pp. 892-898
    • Efron, B.1
  • 11
    • 0003138938 scopus 로고
    • Comparison of multivariate matching methods: Structures, distances, and algorithms
    • Gu, X. and Rosenbaum, P. (1993). Comparison of multivariate matching methods: Structures, distances, and algorithms. Journal of Computational and Graphical Statistics 2, 405-420.
    • (1993) Journal of Computational and Graphical Statistics , vol.2 , pp. 405-420
    • Gu, X.1    Rosenbaum, P.2
  • 14
    • 0000317187 scopus 로고
    • Multivariate correlation models with mixed discrete and continuous variables
    • Olkin, I. and Tate, R. F. (1961). Multivariate correlation models with mixed discrete and continuous variables. Annals of Mathematical Statistics 32, 448-465.
    • (1961) Annals of Mathematical Statistics , vol.32 , pp. 448-465
    • Olkin, I.1    Tate, R.F.2
  • 16
    • 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
  • 17
    • 77951622706 scopus 로고
    • The central role of the propensity score in observational studies for causal effects
    • Rosenbaum, P. R. and Rubin, D. B. (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.B.2
  • 18
    • 0022033155 scopus 로고
    • The bias due to incomplete matching
    • Rosenbaum, P. R. and Rubin, D. B. (1985a). The bias due to incomplete matching. Biometrics 41, 103-116.
    • (1985) Biometrics , vol.41 , pp. 103-116
    • Rosenbaum, P.R.1    Rubin, D.B.2
  • 19
    • 84945581878 scopus 로고
    • Constructing a control group using multivariate matched sampling methods that incorporate the propensity score
    • Rosenbaum, P. R. and Rubin, D. B. (1985b). Constructing a control group using multivariate matched sampling methods that incorporate the propensity score. The American Statistican 39, 33-38.
    • (1985) The American Statistican , vol.39 , pp. 33-38
    • Rosenbaum, P.R.1    Rubin, D.B.2
  • 20
    • 0000394113 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
  • 21
    • 0017295346 scopus 로고
    • Multivariate matching methods that are equal percent bias reducing, I: Some Examples
    • Rubin, D. B. (1976a). Multivariate matching methods that are equal percent bias reducing, I: Some Examples. Biometrics 32, 109-120.
    • (1976) Biometrics , vol.32 , pp. 109-120
    • Rubin, D.B.1
  • 22
    • 0017252384 scopus 로고
    • Multivariate matching methods that are equal percent bias reducing, II: Maximums on bias reduction
    • Rubin, D. B. (1976b). Multivariate matching methods that are equal percent bias reducing, II: Maximums on bias reduction. Biometrics 32, 121-132.
    • (1976) Biometrics , vol.32 , pp. 121-132
    • Rubin, D.B.1
  • 23
    • 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
  • 24
    • 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
  • 25
    • 0000849981 scopus 로고
    • Affinely invariant matching methods with ellipsoidal distributions
    • Rubin, D. B., and Thomas, N. (1992a). Affinely invariant matching methods with ellipsoidal distributions. The Annals of Statistics 20, 1079-1093.
    • (1992) The Annals of Statistics , vol.20 , pp. 1079-1093
    • Rubin, D.B.1    Thomas, N.2
  • 26
    • 0000458803 scopus 로고
    • Characterizing the effect of matching using linear propensity score methods with normal distributions
    • Rubin, D. B., and Thomas, N. (1992b). Characterizing the effect of matching using linear propensity score methods with normal distributions. Biometrika 79, 797-809.
    • (1992) Biometrika , vol.79 , pp. 797-809
    • Rubin, D.B.1    Thomas, N.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.