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Volumn 31, Issue 2, 2004, Pages 161-170

Direct and indirect causal effects via potential outcomes

Author keywords

Anthrax vaccine; Biomarkers; Causal inference; Principal stratification; Rubin Causal Model; Surrogate outcomes

Indexed keywords


EID: 2942562549     PISSN: 03036898     EISSN: None     Source Type: Journal    
DOI: 10.1111/j.1467-9469.2004.02-123.x     Document Type: Review
Times cited : (268)

References (27)
  • 1
    • 0038795881 scopus 로고    scopus 로고
    • Healthy, wealthy, and wise? Tests for direct causal paths between health and socioeconomic status
    • Adams, P., Hurd, M. D., McFadden, D., Merrill, A. & Ribeiro, T. (2003). Healthy, wealthy, and wise? Tests for direct causal paths between health and socioeconomic status. J. Econometrics 112, 3-56.
    • (2003) J. Econometrics , vol.112 , pp. 3-56
    • Adams, P.1    Hurd, M.D.2    McFadden, D.3    Merrill, A.4    Ribeiro, T.5
  • 2
    • 0346880128 scopus 로고    scopus 로고
    • Identification of causal effects using instrumental variables
    • Angrist, J. D., Imbens, G. W. & Rubin, D. B. (1996). Identification of causal effects using instrumental variables (with discussion and rejoinder). J. Amer. Statist. Assoc. 91, 444-472
    • (1996) J. Amer. Statist. Assoc. , vol.91 , pp. 444-472
    • Angrist, J.D.1    Imbens, G.W.2    Rubin, D.B.3
  • 4
    • 0000741850 scopus 로고    scopus 로고
    • Addressing complications of intention-to-treat analysis in the combined presence of all-or-none treatment-noncompliance and subsequent missing outcomes
    • Frangakis, C. & Rubin, D. B. (1999). Addressing complications of intention-to-treat analysis in the combined presence of all-or-none treatment-noncompliance and subsequent missing outcomes. Biometrika 86, 366-379.
    • (1999) Biometrika , vol.86 , pp. 366-379
    • Frangakis, C.1    Rubin, D.B.2
  • 5
    • 0036188782 scopus 로고    scopus 로고
    • Principal stratification in causal inference
    • Frangakis, C. & Rubin, D. B. (2002). Principal stratification in causal inference. Biometrics 58, 21-29.
    • (2002) Biometrics , vol.58 , pp. 21-29
    • Frangakis, C.1    Rubin, D.B.2
  • 6
    • 0002556498 scopus 로고
    • The probability approach in econometrics
    • Haavelmo, T. (1944). The probability approach in econometrics. Econometrica 12 (Suppl.), 1-115.
    • (1944) Econometrica , vol.12 , Issue.SUPPL. , pp. 1-115
    • Haavelmo, T.1
  • 7
    • 0002765045 scopus 로고    scopus 로고
    • Estimating the effect of an influenza vaccine in an encouragement design
    • Hirano, K., Imbens, G., Rubin, D. B. & Zhao, X. H. (2000). Estimating the effect of an influenza vaccine in an encouragement design. Biostatistics 1, 69-88.
    • (2000) Biostatistics , vol.1 , pp. 69-88
    • Hirano, K.1    Imbens, G.2    Rubin, D.B.3    Zhao, X.H.4
  • 8
    • 84920420698 scopus 로고
    • Statistics and causal inference
    • Holland, P. (1986). Statistics and causal inference (with discussion and rejoinder). J. Amer. Statist. Assoc. 81, 945-970.
    • (1986) J. Amer. Statist. Assoc. , vol.81 , pp. 945-970
    • Holland, P.1
  • 9
    • 2942559859 scopus 로고
    • Discussion of 'causal diagrams for empirical research' by J. Pearl
    • Imbens, G. W. & Rubin, D. B. (1995). Discussion of 'Causal diagrams for empirical research' by J. Pearl. Biometrika 82, 694-695.
    • (1995) Biometrika , vol.82 , pp. 694-695
    • Imbens, G.W.1    Rubin, D.B.2
  • 10
    • 0031535102 scopus 로고    scopus 로고
    • Bayesian inference for causal effects in randomized experiments with noncompliance
    • Imbens, G. W. & Rubin, D. B. (1997). Bayesian inference for causal effects in randomized experiments with noncompliance. Ann. Statist. 25, 305-327.
    • (1997) Ann. Statist. , vol.25 , pp. 305-327
    • Imbens, G.W.1    Rubin, D.B.2
  • 11
    • 0347985212 scopus 로고    scopus 로고
    • Assumptions allowing the estimation of direct causal effects: Commentary on 'Healthy, wealthy, and wise? Tests for direct causal paths between health and socioeconomic status' by Adams et al.
    • Mealli, F. & Rubin, D. B. (2003). Assumptions allowing the estimation of direct causal effects: commentary on 'Healthy, wealthy, and wise? Tests for direct causal paths between health and socioeconomic status' by Adams et al. J. Econometrics 112, 79-87.
    • (2003) J. Econometrics , vol.112 , pp. 79-87
    • Mealli, F.1    Rubin, D.B.2
  • 12
    • 84972526326 scopus 로고
    • On the application of probability theory to agricultural experiments. Essay on principles
    • Section 9 (translated)
    • Neyman, J. (1923). On the application of probability theory to agricultural experiments. Essay on principles (with discussion). Section 9 (translated). Statist. Sci. 5, 465-480.
    • (1923) Statist. Sci. , vol.5 , pp. 465-480
    • Neyman, J.1
  • 13
    • 77956888769 scopus 로고
    • Causal diagrams for empirical research
    • Pearl, J. (1995). Causal diagrams for empirical research. Biometrika 82, 669-688.
    • (1995) Biometrika , vol.82 , pp. 669-688
    • Pearl, J.1
  • 14
    • 0242274455 scopus 로고    scopus 로고
    • Direct and indirect effects
    • (eds J. S. Breese & D. Koller). Morgan Kaufmann, San Francisco. CA
    • Pearl, J. (2001). Direct and indirect effects. In Proceedings of 7th Conference on Uncertainty in artificial intelligence, (eds J. S. Breese & D. Koller), 411-420. Morgan Kaufmann, San Francisco. CA.
    • (2001) Proceedings of 7th Conference on Uncertainty in Artificial Intelligence , pp. 411-420
    • Pearl, J.1
  • 15
    • 58149417330 scopus 로고
    • Estimating causal effects of treatments in randomized and nonrandomized studies
    • Rubin, D. B. (1974). Estimating causal effects of treatments in randomized and nonrandomized studies. J. Educ. Psychol. 66, 688-701.
    • (1974) J. Educ. Psychol. , vol.66 , pp. 688-701
    • Rubin, D.B.1
  • 16
    • 0001599001 scopus 로고
    • Assignment to treatment group on the basis of a covariate
    • Printer's correction note 3, p. 384
    • Rubin, D. B. (1977). Assignment to treatment group on the basis of a covariate. J. Educ. Statist. 2, 1-26 (Printer's correction note 3, p. 384).
    • (1977) J. Educ. Statist. , vol.2 , pp. 1-26
    • Rubin, D.B.1
  • 17
    • 0002531157 scopus 로고
    • Bayesian inference for causal effects: The role of randomization
    • Rubin, D. B. (1978). Bayesian inference for causal effects: the role of randomization. Ann. Statist. 7, 34-58.
    • (1978) Ann. Statist. , vol.7 , pp. 34-58
    • Rubin, D.B.1
  • 18
    • 84950657856 scopus 로고
    • Discussion of 'randomization analysis of experimental data in the Fisher randomization test' by Basu
    • Rubin, D. B. (1980). Discussion of 'Randomization analysis of experimental data in the Fisher randomization test' by Basu. J. Amer. Statist. Assoc. 75, 591-593.
    • (1980) J. Amer. Statist. Assoc. , vol.75 , pp. 591-593
    • Rubin, D.B.1
  • 19
    • 84972506931 scopus 로고
    • Neyman (1923) and causal inference in experiments and observational studies
    • Rubin, D. B. (1990). Neyman (1923) and causal inference in experiments and observational studies. Statist. Sci. 5, 472-480.
    • (1990) Statist. Sci. , vol.5 , pp. 472-480
    • Rubin, D.B.1
  • 20
    • 0032520247 scopus 로고    scopus 로고
    • More powerful randomization-based p-values in double-blind trials with noncompliance
    • Rubin, D. B. (1998). More powerful randomization-based p-values in double-blind trials with noncompliance (with discussion 387-389). Statist. Med. 17, 371-385
    • (1998) Statist. Med. , vol.17 , pp. 371-385
    • Rubin, D.B.1
  • 21
    • 85012529898 scopus 로고    scopus 로고
    • The utility of counterfactuals for causal inference. Comment on A.P. Dawid, 'causal inference without counterfactuals'
    • Rubin, D. B. (2000). The utility of counterfactuals for causal inference. Comment on A.P. Dawid, 'Causal inference without counterfactuals'. J. Amer. Statist. Assoc. 95, 435-438.
    • (2000) J. Amer. Statist. Assoc. , vol.95 , pp. 435-438
    • Rubin, D.B.1
  • 22
    • 0002039871 scopus 로고
    • Relating tests given to different samples
    • Rubin, D. B. & Thayer, D. T. (1978). Relating tests given to different samples. Psychometrika 43, 3-10.
    • (1978) Psychometrika , vol.43 , pp. 3-10
    • Rubin, D.B.1    Thayer, D.T.2
  • 23
    • 0001745298 scopus 로고
    • The interpretation of interaction in contingency tables
    • Simpson, E. H. (1951). The interpretation of interaction in contingency tables. J. Roy. Statist. Soc. Ser. B 13, 238-241.
    • (1951) J. Roy. Statist. Soc. Ser. B , vol.13 , pp. 238-241
    • Simpson, E.H.1
  • 24
    • 2942554478 scopus 로고
    • Determination and interpretation of supply curves: An example
    • Tinbergen, J. (1930). Determination and interpretation of supply curves: an example, Zeitschrift für Nationalökonomie. Reprinted in: The foundations of econometrics (eds D. Hendry & M. Morgan), 233-245. Cambridge University Press, Cambridge, UK.
    • (1930) Zeitschrift für Nationalökonomie
    • Tinbergen, J.1
  • 25
    • 2942563448 scopus 로고    scopus 로고
    • (eds D. Hendry & M. Morgan). Cambridge University Press, Cambridge, UK
    • Tinbergen, J. (1930). Determination and interpretation of supply curves: an example, Zeitschrift für Nationalökonomie. Reprinted in: The foundations of econometrics (eds D. Hendry & M. Morgan), 233-245. Cambridge University Press, Cambridge, UK.
    • The Foundations of Econometrics , pp. 233-245
  • 27
    • 2942531806 scopus 로고    scopus 로고
    • Censoring due to death via principal stratification
    • To appear in the
    • Zhang, J. & Rubin, D. B. (2004). Censoring due to death via principal stratification. To appear in the J. Educ. Behav. Statist.
    • (2004) J. Educ. Behav. Statist.
    • Zhang, J.1    Rubin, D.B.2


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