메뉴 건너뛰기




Volumn 36, Issue 2, 2011, Pages 213-236

On the importance of reliable covariate measurement in selection bias adjustments using propensity scores

Author keywords

attenuation bias; measurement error; propensity score; selection bias; strong ignorability

Indexed keywords


EID: 79955062603     PISSN: 10769986     EISSN: None     Source Type: Journal    
DOI: 10.3102/1076998610375835     Document Type: Article
Times cited : (98)

References (40)
  • 2
    • 0015465252 scopus 로고
    • Screening depressed patients in family practice: A rapid technic
    • December
    • Beck, A.T., & Beck, R.W. (1972). Screening depressed patients in family practice: A rapid technic. Postgraduate Medicine, December, 51, 81-85.
    • (1972) Postgraduate Medicine , vol.51 , pp. 81-85
    • Beck, A.T.1    Beck, R.W.2
  • 4
    • 0001974182 scopus 로고
    • In J. Hellmuth (Ed.):Vol. 3, New York, NY: Brunner/Mazel
    • Campbell, D.T., & Erlebacher, A.E. (1970). How regression artifacts can mistakenly make compensatory education programs look harmful. In J. Hellmuth (Ed.), The disadvantaged child: Vol. 3, Compensatory education: A national debate (pp. 185-210). New York, NY: Brunner/Mazel.
    • (1970) , pp. 185-210
    • Campbell, D.T.1    Erlebacher, A.E.2
  • 6
    • 0014297593 scopus 로고
    • The effectiveness of adjustment by subclassification in removing bias in observational studies
    • Cochran, W.G. (1968). The effectiveness of adjustment by subclassification in removing bias in observational studies. Biometrics, 24, 295-313.
    • (1968) Biometrics , vol.24 , pp. 295-313
    • Cochran, W.G.1
  • 8
    • 36849015758 scopus 로고    scopus 로고
    • 'Waiting for life to arrive": A history of the regression-discontinuity design in psychology statistics and economics
    • Cook, T.D. (2008). "Waiting for life to arrive": A history of the regression-discontinuity design in psychology statistics and economics. Journal of Econometrics, 142, 636-54.
    • (2008) Journal of Econometrics , vol.142 , pp. 636-654
    • Cook, T.D.1
  • 13
    • 0002634683 scopus 로고    scopus 로고
    • Mathematics anxiety effects in simple and complex addition
    • Faust, M.W., Ashcraft, M.H., & Fleck, D.E. (1996). Mathematics anxiety effects in simple and complex addition. Mathematical Cognition, 2, 25-62.
    • (1996) Mathematical Cognition , vol.2 , pp. 25-62
    • Faust, M.W.1    Ashcraft, M.H.2    Fleck, D.E.3
  • 15
    • 0002490643 scopus 로고    scopus 로고
    • A broad-bandwidth, public-domain, personality inventory measuring the lower-level facets of several five-factor models
    • In I. Mervielde, I. Deary, F. De Fruyt, & F. Ostendorf (Eds.), Vol. 7, Tilburg, The Netherlands: Tilburg University Press
    • Goldberg, L.R. (1999). A broad-bandwidth, public-domain, personality inventory measuring the lower-level facets of several five-factor models. In I. Mervielde, I. Deary, F. De Fruyt, & F. Ostendorf (Eds.), Personality psychology in Europe, Vol. 7 (pp. 7-28). Tilburg, The Netherlands: Tilburg University Press.
    • (1999) Personality Psychology in Europe , pp. 7-28
    • Goldberg, L.R.1
  • 16
    • 1842533946 scopus 로고    scopus 로고
    • Using matching, instrumental variables, and control functions to estimate economic choice models
    • Heckman, J., & Navarro-Lozano, S. (2004). Using matching, instrumental variables, and control functions to estimate economic choice models. The Review of Economics and Statistics, 86, 30-57.
    • (2004) The Review of Economics and Statistics , vol.86 , pp. 30-57
    • Heckman, J.1    Navarro-Lozano, S.2
  • 18
    • 0033261299 scopus 로고    scopus 로고
    • An extension of the propensity score adjustment method for the analysis of group differences in MIMIC models
    • Kaplan, D. (1999). An extension of the propensity score adjustment method for the analysis of group differences in MIMIC models. Multivariate Behavioral Research, 34, 467-492.
    • (1999) Multivariate Behavioral Research , vol.34 , pp. 467-492
    • Kaplan, D.1
  • 19
    • 0023950397 scopus 로고
    • Measurement error and its impact on partial correlation and multiple regression analyses
    • Liu, K. (1988). Measurement error and its impact on partial correlation and multiple regression analyses. American Journal of Epidemiology, 127, 864-874.
    • (1988) American Journal of Epidemiology , vol.127 , pp. 864-874
    • Liu, K.1
  • 20
    • 4444230264 scopus 로고    scopus 로고
    • Stratification and weighting via propensity score in estimation of causal treatment effects: A comparative study
    • Lunceford, J.K., & Davidian, M. (2004). Stratification and weighting via propensity score in estimation of causal treatment effects: A comparative study. Statistical Medicine, 23, 2937-2960.
    • (2004) Statistical Medicine , vol.23 , pp. 2937-2960
    • Lunceford, J.K.1    Davidian, M.2
  • 21
    • 84970099468 scopus 로고
    • Toward a causal model approach for adjusting for preexisting differences in the nonequivalent control group situation
    • Magidson, J. (1977). Toward a causal model approach for adjusting for preexisting differences in the nonequivalent control group situation. Evaluation Quarterly, 1, 399-402.
    • (1977) Evaluation Quarterly , vol.1 , pp. 399-402
    • Magidson, J.1
  • 24
    • 84907095419 scopus 로고    scopus 로고
    • R: A language and environment for statistical computing
    • R Development Core Team, Austria, Vienna
    • R Development Core Team. (2007). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. http://www.R-project.org.
    • (2007) R Foundation for Statistical Computing
  • 25
    • 21844487694 scopus 로고
    • Semiparametric efficiency in multivariate regression models with missing data
    • Robins, J.M., & Rotnitzky, A. (1995). Semiparametric efficiency in multivariate regression models with missing data. Journal of the American Statistical Association, 90, 122-129.
    • (1995) Journal of the American Statistical Association , vol.90 , pp. 122-129
    • Robins, J.M.1    Rotnitzky, A.2
  • 26
    • 0005976738 scopus 로고    scopus 로고
    • Comment on 'Inference for semiparametric models: Some questions and answers' by Bickel and Kwon
    • Robins, J.M., & Rotnitzky, A. (2001). Comment on 'Inference for semiparametric models: Some questions and answers' by Bickel and Kwon. Statistica Sinica, 11, 920-936.
    • (2001) Statistica Sinica , vol.11 , pp. 920-936
    • Robins, J.M.1    Rotnitzky, A.2
  • 27
    • 0001012654 scopus 로고
    • A critique of cross-lagged correlation
    • Rogosa, D. (1980). A critique of cross-lagged correlation. Psychological Bulletin, 88, 245-258.
    • (1980) Psychological Bulletin , vol.88 , pp. 245-258
    • Rogosa, D.1
  • 28
  • 29
    • 77951622706 scopus 로고
    • The central role of the propensity score in observational studies for causal effects
    • Rosenbaum, P.R., & 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
  • 30
    • 84949193513 scopus 로고
    • Reducing bias in observational studies using subclassification on the propensity score
    • Rosenbaum, P.R., & Rubin, D.B. (1984). Reducing bias in observational studies using subclassification on the propensity score. Journal of the American Statistical Association, 79, 516-524.
    • (1984) Journal of the American Statistical Association , vol.79 , pp. 516-524
    • Rosenbaum, P.R.1    Rubin, D.B.2
  • 31
    • 0035761763 scopus 로고    scopus 로고
    • Using propensity scores to help design observational studies: Application to the tobacco litigation
    • Rubin, D.B. (2001). Using propensity scores to help design observational studies: Application to the tobacco litigation. Health Services and Outcomes Research Methodology, 2, 169-188.
    • (2001) Health Services and Outcomes Research Methodology , vol.2 , pp. 169-188
    • Rubin, D.B.1
  • 33
    • 64349088593 scopus 로고    scopus 로고
    • For objective causal inference, design trumps analysis
    • Rubin, D.B. (2008). For objective causal inference, design trumps analysis. The Annals of Applied Statistics, 2, 808-840.
    • (2008) The Annals of Applied Statistics , vol.2 , pp. 808-840
    • Rubin, D.B.1
  • 35
    • 72749127236 scopus 로고    scopus 로고
    • Can nonrandomized experiments yield accurate answers? A randomized experiment comparing random to nonrandom assignment
    • Shadish, W.R., Clark, M.H., & Steiner, P.M. (2008). Can nonrandomized experiments yield accurate answers? A randomized experiment comparing random to nonrandom assignment. Journal of the American Statistical Association, 103, 1334-1343.
    • (2008) Journal of the American Statistical Association , vol.103 , pp. 1334-1343
    • Shadish, W.R.1    Clark, M.H.2    Steiner, P.M.3
  • 36
    • 0002105651 scopus 로고
    • Reliability
    • In R. L. Thorndike (Ed.), (2nd ed, Washington, DC: American Council on Education
    • Stanley, J.C. (1971). Reliability. In R. L. Thorndike (Ed.), Educational measurement (2nd ed, pp. 356-442). Washington, DC: American Council on Education.
    • (1971) Educational Measurement , pp. 356-442
    • Stanley, J.C.1
  • 37
    • 77956791074 scopus 로고    scopus 로고
    • The importance of covariate selection in controlling for selection bias in observational studies
    • Steiner, P.M., Cook, T.D., Shadish, W.R., & Clark, M.H. (2010). The importance of covariate selection in controlling for selection bias in observational studies. Psychological Methods, 15(3), 250-267.
    • (2010) Psychological Methods , vol.15 , Issue.3 , pp. 250-267
    • Steiner, P.M.1    Cook, T.D.2    Shadish, W.R.3    Clark, M.H.4
  • 39
    • 0001508790 scopus 로고
    • Regression-discontinuity analysis: An alternative to the ex post facto experiment
    • Thistlewaite, D.L., & Campbell, D.T. (1960). Regression-discontinuity analysis: An alternative to the ex post facto experiment. Journal of Educational Psychology, 51, 309-317.
    • (1960) Journal of Educational Psychology , vol.51 , pp. 309-317
    • Thistlewaite, D.L.1    Campbell, D.T.2
  • 40
    • 77952923692 scopus 로고    scopus 로고
    • Biased parameter estimates and inflated Type I error rates in analysis of covariance (and analysis of partial variance) arising from unreliability: Alternatives and remedial strategies
    • Zinbarg, R.E., Suzuki, S., Uliaszek, A.A., & Lewis, A. R. (2010). Biased parameter estimates and inflated Type I error rates in analysis of covariance (and analysis of partial variance) arising from unreliability: Alternatives and remedial strategies. Journal of Abnormal Psychology, 119, 307-319.
    • (2010) Journal of Abnormal Psychology , vol.119 , pp. 307-319
    • Zinbarg, R.E.1    Suzuki, S.2    Uliaszek, A.A.3    Lewis, A.R.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.