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Volumn 31, Issue , 2013, Pages 256-264

Data-driven covariate selection for nonparametric estimation of causal effects

Author keywords

[No Author keywords available]

Indexed keywords

SOFTWARE ENGINEERING;

EID: 84943553265     PISSN: 15324435     EISSN: 15337928     Source Type: Journal    
DOI: None     Document Type: Conference Paper
Times cited : (69)

References (11)
  • 1
    • 42949144555 scopus 로고    scopus 로고
    • Harnessing naturally randomized transcription to infer regulatory relationships among genes
    • Chen, L. S., Emmert-Streib, F., and Storey, J. D. (2007). Harnessing naturally randomized transcription to infer regulatory relationships among genes. Genome Biology, 8(R219).
    • (2007) Genome Biology , vol.8 , pp. R219
    • Chen, L.S.1    Emmert-Streib, F.2    Storey, J.D.3
  • 2
    • 82055199021 scopus 로고    scopus 로고
    • Covariate selection for the nonparametric estimation of an average treatment effect
    • de Luna, X., Waernbaum, I., and Richardson, T. S. (2011). Covariate selection for the nonparametric estimation of an average treatment effect. Biometrika, 98(4): 861-875.
    • (2011) Biometrika , vol.98 , Issue.4 , pp. 861-875
    • De Luna, X.1    Waernbaum, I.2    Richardson, T.S.3
  • 3
    • 84946714181 scopus 로고    scopus 로고
    • Statistical test for consistent estimation of causal effects in linear non-Gaussian models
    • (AISTATS-2012
    • Entner, D., Hoyer, P. O., and Spirtes, P. (2012). Statistical test for consistent estimation of causal effects in linear non-gaussian models. In JMLR Workshop and Conference Proceedings 22 (AISTATS-2012).
    • (2012) JMLR Workshop and Conference Proceedings , vol.22
    • Entner, D.1    Hoyer, P.O.2    Spirtes, P.3
  • 10
    • 80054726997 scopus 로고    scopus 로고
    • A new criterion for confounder selection
    • VanderWeele, T. J. and Shpitser, I. (2011). A new criterion for confounder selection. Biometrics, 67: 1406-1413.
    • (2011) Biometrics , vol.67 , pp. 1406-1413
    • VanderWeele, T.J.1    Shpitser, I.2
  • 11
    • 52949097616 scopus 로고    scopus 로고
    • On the completeness of orientation rules for causal discovery in the presence of latent confounders and selection bias
    • Zhang, J. (2008). On the completeness of orientation rules for causal discovery in the presence of latent confounders and selection bias. Artificial Intelli- gence, 172: 1873-1896.
    • (2008) Artificial Intelli- gence , vol.172 , pp. 1873-1896
    • Zhang, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.