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Volumn 117, Issue 3, 2011, Pages 955-966

Causality and statistical learning

Author keywords

[No Author keywords available]

Indexed keywords


EID: 80555131754     PISSN: 00029602     EISSN: None     Source Type: Journal    
DOI: 10.1086/662659     Document Type: Review
Times cited : (61)

References (22)
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    • Cochran, W.G.1
  • 3
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    • Instruments, Randomization, and Learning about Development
    • Deaton, Angus. 2010. ''Instruments, Randomization, and Learning about Development.'' Journal of Economic Literature 48:424-455.
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    • Deaton, A.1
  • 4
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    • Philosophy of Inference from Retrospective Studies
    • Dorn, Harold F. 1953. ''Philosophy of Inference from Retrospective Studies.'' American Journal of Public Health 43:692-699.
    • (1953) American Journal of Public Health , vol.43 , pp. 692-699
    • Dorn, H.F.1
  • 5
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    • Neglect of Alternative Causes in Predictive But Not Diagnostic Reasoning
    • DOI: 10.1177/0956797610361430
    • Fernbach, Philip M., Adam Darlow, and Steven A. Sloman. 2010. ''Neglect of Alternative Causes in Predictive But Not Diagnostic Reasoning.'' Psychological Science 21: 329-336. DOI: 10.1177/0956797610361430.
    • (2010) Psychological Science , vol.21 , pp. 329-336
    • Fernbach, P.M.1    Darlow, A.2    Sloman, S.A.3
  • 8
    • 20144383829 scopus 로고    scopus 로고
    • Multiple-Bias Modeling for Analysis of Observational Data (with discussion)
    • Greenland, Sander. 2005. ''Multiple-Bias Modeling for Analysis of Observational Data (with discussion).'' Journal of the Royal Statistical Society, ser. A, 168:267-306.
    • (2005) Journal of the Royal Statistical Society, Ser. A , vol.168 , pp. 267-306
    • Greenland, S.1
  • 9
    • 0022973522 scopus 로고
    • Identifiability, Exchangeability, and Epidemiological Confounding
    • Greenland, Sander, and James M. Robins. 1986. ''Identifiability, Exchangeability, and Epidemiological Confounding.'' International Journal of Epidemiology 15:413-419.
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    • Greenland, S.1    Robins, J.M.2
  • 11
    • 33744955856 scopus 로고    scopus 로고
    • Rejoinder: Response to Sobel
    • Heckman, James J. 2006. ''Rejoinder: Response to Sobel.'' Sociological Methodology 35:135-162.
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    • Heckman, J.J.1
  • 12
    • 78650324811 scopus 로고    scopus 로고
    • Better LATE than Nothing: Some Comments on Deaton (2010) and Heckman and Urzua (2009)
    • Imbens, Guido W. 2010. ''Better LATE than Nothing: Some Comments on Deaton (2010) and Heckman and Urzua (2009).'' Journal of Economic Literature 48:399-423.
    • (2010) Journal of Economic Literature , vol.48 , pp. 399-423
    • Imbens, G.W.1
  • 15
    • 0001058696 scopus 로고
    • On the Application of Probability Theory to Agricultural Experiments: Essay on principles, Section 9
    • Translated and edited by D. M. Dabrowska and T. P. Speed
    • Neyman, Jerzy. (1923) 1990. ''On the Application of Probability Theory to Agricultural Experiments: Essay on principles, Section 9.'' Translated and edited by D. M. Dabrowska and T. P. Speed. Reprinted in Statistical Science 5:463-480.
    • (1923) Reprinted In Statistical Science , vol.5 , pp. 463-480
    • Neyman, J.1
  • 18
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    • Estimating Causal Effects of Treatments in Randomized and Nonrandomized Studies
    • Rubin, Donald B. 1974. ''Estimating Causal Effects of Treatments in Randomized and Nonrandomized Studies.'' Journal of Educational Psychology 66:688-701.
    • (1974) Journal of Educational Psychology , vol.66 , pp. 688-701
    • Rubin, D.B.1
  • 19
    • 14944344423 scopus 로고    scopus 로고
    • Causal Inference Using Potential Outcomes: Design, Modeling, Decisions
    • Rubin, Donald B. 2005. ''Causal Inference Using Potential Outcomes: Design, Modeling, Decisions.'' Journal of the American Statistical Association 100:322-331.
    • (2005) Journal of the American Statistical Association , vol.100 , pp. 322-331
    • Rubin, D.B.1
  • 20
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    • Opiates for the Matches: Matching Methods for Causal Inference
    • Sekhon, Jasjeet. 2009. ''Opiates for the Matches: Matching Methods for Causal Inference.'' Annual Review of Political Science 12:487-508.
    • (2009) Annual Review of Political Science , vol.12 , pp. 487-508
    • Sekhon, J.1
  • 21
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    • Identification of Causal Parameters in Randomized Studies with Mediating Variables
    • Sobel, Michael E. 2008. ''Identification of Causal Parameters in Randomized Studies with Mediating Variables.'' Journal of Educational and Behavioral Statistics 33: 230-251.
    • (2008) Journal of Educational and Behavioral Statistics , vol.33 , pp. 230-251
    • Sobel, M.E.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.