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Volumn 140, Issue , 2015, Pages 293-306

Multilevel propensity score methods for estimating causal effects: A latent class modeling strategy

Author keywords

Causal inference; Finite mixture models; Hierarchical linear models; Latent class analysis; Multilevel models; Propensity score matching

Indexed keywords


EID: 84955368401     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1007/978-3-319-19977-1_21     Document Type: Chapter
Times cited : (3)

References (15)
  • 1
    • 78650846510 scopus 로고    scopus 로고
    • The specification of the propensity score in multilevel studies
    • Arpino, B., & Mealli, F. (2011). The specification of the propensity score in multilevel studies. Computational Statistics and Data Analysis, 55, 1770-1780.
    • (2011) Computational Statistics and Data Analysis , vol.55 , pp. 1770-1780
    • Arpino, B.1    Mealli, F.2
  • 3
    • 54949126376 scopus 로고    scopus 로고
    • FlexMix version 2: Finite mixtures with concomitant variables and varying and constant parameters
    • Grün, B., & Leisch, F. (2008). FlexMix version 2: Finite mixtures with concomitant variables and varying and constant parameters. Journal of Statistical Software, 28, 1-35.
    • (2008) Journal of Statistical Software , vol.28 , pp. 1-35
    • Grün, B.1    Leisch, F.2
  • 4
    • 33748876160 scopus 로고    scopus 로고
    • Evaluating kindergarten retention policy: A case study of causal inference for multi-level observational data
    • Hong, G., & Raudenbush, S. W. (2006). Evaluating kindergarten retention policy: A case study of causal inference for multi-level observational data. Journal of the American Statistical Association, 101, 901-910.
    • (2006) Journal of the American Statistical Association , vol.101 , pp. 901-910
    • Hong, G.1    Raudenbush, S.W.2
  • 8
    • 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
  • 9
    • 57749105474 scopus 로고    scopus 로고
    • Average causal effects from non-randomized studies: A practical guide and simulated example
    • Schafer, J. L., & Kang, J. (2008). Average causal effects from non-randomized studies: A practical guide and simulated example. Psychological Methods, 13(4), 279-313.
    • (2008) Psychological Methods , vol.13 , Issue.4 , pp. 279-313
    • Schafer, J.L.1    Kang, J.2
  • 12
    • 84950257821 scopus 로고    scopus 로고
    • Matching strategies for observational multilevel data
    • Alexandria, VA: American Statistical Association
    • Steiner, P. M., Kim, J.-S., & Thoemmes, F. (2013).Matching strategies for observational multilevel data. In JSM proceedings (pp. 5020-5032). Alexandria, VA: American Statistical Association.
    • (2013) JSM proceedings , pp. 5020-5032
    • Steiner, P.M.1    Kim, J.-S.2    Thoemmes, F.3
  • 13
    • 57649121455 scopus 로고    scopus 로고
    • Estimating causal effects using school-level datasets
    • Stuart, E. (2007). Estimating causal effects using school-level datasets. Educational Researcher, 36, 187-198.
    • (2007) Educational Researcher , vol.36 , pp. 187-198
    • Stuart, E.1
  • 14
    • 79951805837 scopus 로고    scopus 로고
    • A systematic review of propensity score methods in the social sciences
    • Thoemmes, F., & Kim, E. S. (2011). A systematic review of propensity score methods in the social sciences. Multivariate Behavioral Research, 46, 90-118.
    • (2011) Multivariate Behavioral Research , vol.46 , pp. 90-118
    • Thoemmes, F.1    Kim, E.S.2
  • 15
    • 79958709433 scopus 로고    scopus 로고
    • The use of propensity scores for nonrandomized designs with clustered data
    • Thoemmes, F., & West, S. G. (2011). The use of propensity scores for nonrandomized designs with clustered data. Multivariate Behavioral Research, 46, 514-543.
    • (2011) Multivariate Behavioral Research , vol.46 , pp. 514-543
    • Thoemmes, F.1    West, S.G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.