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Volumn 10, Issue 1, 1999, Pages 37-48

Causal diagrams for epidemiologic research

Author keywords

Bias; Causation confounding; Epidemiologic methods; Graphical methods; Observational studies

Indexed keywords

ANALYTICAL ERROR; ARTICLE; DATA ANALYSIS; EPIDEMIOLOGY; FEEDBACK SYSTEM; INFORMATION PROCESSING; PRIORITY JOURNAL; STATISTICAL MODEL;

EID: 0032924944     PISSN: 10443983     EISSN: None     Source Type: Journal    
DOI: 10.1097/00001648-199901000-00008     Document Type: Article
Times cited : (3101)

References (42)
  • 1
    • 0001589778 scopus 로고
    • Correlation and causation
    • Wright S. Correlation and causation. J Agric Res 1921;20:557-585.
    • (1921) J Agric Res , vol.20 , pp. 557-585
    • Wright, S.1
  • 6
    • 77956888769 scopus 로고
    • Causal diagrams for empirical research
    • Pearl J. Causal diagrams for empirical research. Biometrika 1995;82:669-710.
    • (1995) Biometrika , vol.82 , pp. 669-710
    • Pearl, J.1
  • 7
    • 0023203075 scopus 로고
    • A graphical approach to the identification and estimation of causal parameters in mortality studies with sustained exposure periods
    • Robins JM. A graphical approach to the identification and estimation of causal parameters in mortality studies with sustained exposure periods. J Chron Dis 1987;40(suppl 2):139s-161s.
    • (1987) J Chron Dis , vol.40 , Issue.2 SUPPL.
    • Robins, J.M.1
  • 8
    • 0005937072 scopus 로고
    • Comment
    • Robins JM. Comment. Biometrika 1995;82:695-698.
    • (1995) Biometrika , vol.82 , pp. 695-698
    • Robins, J.M.1
  • 9
    • 0001815275 scopus 로고    scopus 로고
    • Causal inference from complex longitudinal data
    • Berkane M, ed. New York: Springer-Verlag
    • Robins JM. Causal inference from complex longitudinal data. In: Berkane M, ed. Latent Variable Modeling with Applications to Causality. New York: Springer-Verlag, 1997:69-117.
    • (1997) Latent Variable Modeling with Applications to Causality , pp. 69-117
    • Robins, J.M.1
  • 10
    • 0019416737 scopus 로고
    • Confounding: Essence and detection
    • Miettinen OS, Cook EF. Confounding: Essence and Detection. Am J Epidemiol 1981;114:593-603.
    • (1981) Am J Epidemiol , vol.114 , pp. 593-603
    • Miettinen, O.S.1    Cook, E.F.2
  • 11
    • 0022973522 scopus 로고
    • Identifiability, exchangeability, and epidemiological confounding
    • Greenland S, Robins JM. Identifiability, exchangeability, and epidemiological confounding. Int J Epidemiol 1986;15:413-419.
    • (1986) Int J Epidemiol , vol.15 , pp. 413-419
    • Greenland, S.1    Robins, J.M.2
  • 12
    • 0023541714 scopus 로고
    • The foundations of confounding in epidemiology
    • Robins JM, Morgenstern H. The foundations of confounding in epidemiology. Math Modeling 1987;14:869-916.
    • (1987) Math Modeling , vol.14 , pp. 869-916
    • Robins, J.M.1    Morgenstern, H.2
  • 13
    • 0027468093 scopus 로고
    • Toward a clearer definition of confounding
    • Weinberg CR. Toward a clearer definition of confounding. Am J Epidemiol 1993;127:1-8.
    • (1993) Am J Epidemiol , vol.127 , pp. 1-8
    • Weinberg, C.R.1
  • 14
    • 0022569935 scopus 로고
    • The role of model selection in causal inference from nonexperimental data
    • Robins JM, Greenland S. The role of model selection in causal inference from nonexperimental data. Am J Epidemiol 1986;123:392-402.
    • (1986) Am J Epidemiol , vol.123 , pp. 392-402
    • Robins, J.M.1    Greenland, S.2
  • 15
    • 0019372297 scopus 로고
    • An analysis of detection bias and proposed corrections in the study of estrogens and endometrial cancer
    • Greenland S, Neutra RR. An analysis of detection bias and proposed corrections in the study of estrogens and endometrial cancer. J Chron Dis 1981;34:433-438.
    • (1981) J Chron Dis , vol.34 , pp. 433-438
    • Greenland, S.1    Neutra, R.R.2
  • 16
    • 0002304527 scopus 로고    scopus 로고
    • Genetic epidemiology
    • Ch. 30. Rothman KJ, Greenland S, eds. Philadelphia: Lippincott-Raven
    • Khoury MJ. Genetic epidemiology. Ch. 30. In: Rothman KJ, Greenland S, eds. Modern Epidemiology. Philadelphia: Lippincott-Raven, 1998;615-617.
    • (1998) Modern Epidemiology , pp. 615-617
    • Khoury, M.J.1
  • 17
    • 84873787355 scopus 로고
    • Limitations of the application of fourfold table analysis to hospital data
    • Berkson J. Limitations of the application of fourfold table analysis to hospital data. Biomet Bull 1946;2:47-53.
    • (1946) Biomet Bull , vol.2 , pp. 47-53
    • Berkson, J.1
  • 18
    • 0000709374 scopus 로고
    • Collapsibility in multidimensional contingency tables
    • Whittemore AS. Collapsibility in multidimensional contingency tables. J R Stat Soc B 1978;40:328-340.
    • (1978) J R Stat Soc B , vol.40 , pp. 328-340
    • Whittemore, A.S.1
  • 19
    • 0020918216 scopus 로고
    • A computational model for combined causal and diagnostic reasoning in inference systems
    • Karlsruhe: IJCAI-83
    • Kim JK, Pearl J. A computational model for combined causal and diagnostic reasoning in inference systems. Proc 8th Int Jt Conf Artificial Intelligence. Karlsruhe: IJCAI-83, 1983;190-193.
    • (1983) Proc 8th Int Jt Conf Artificial Intelligence , pp. 190-193
    • Kim, J.K.1    Pearl, J.2
  • 20
    • 0028089404 scopus 로고
    • Non-hierarchical logistic models and case-only designs for assessing susceptibility in population-based case-control studies
    • Piegorsch WW, Weinberg CR, Taylor JA. Non-hierarchical logistic models and case-only designs for assessing susceptibility in population-based case-control studies. Stat Med 1994;13:153-162.
    • (1994) Stat Med , vol.13 , pp. 153-162
    • Piegorsch, W.W.1    Weinberg, C.R.2    Taylor, J.A.3
  • 21
    • 0028246715 scopus 로고
    • Statistical analysis of molecular epidemiologic studies employing case series
    • Begg CB, Zhang ZF. Statistical analysis of molecular epidemiologic studies employing case series. Cancer Epidemiol Biomarkers & Prev 1994;3:173-175.
    • (1994) Cancer Epidemiol Biomarkers & Prev , vol.3 , pp. 173-175
    • Begg, C.B.1    Zhang, Z.F.2
  • 22
    • 84972538789 scopus 로고
    • Comment: Graphical models, causality and intervention
    • Pearl J. Comment: graphical models, causality and intervention. Stat Sci 1993;8:266-269.
    • (1993) Stat Sci , vol.8 , pp. 266-269
    • Pearl, J.1
  • 25
    • 85012647231 scopus 로고
    • Causal networks: Semantics and expressiveness
    • Schachter R, Levitt TS, Kanal LN, eds. New York: Elsevier
    • Verma T, Pearl J. Causal networks: semantics and expressiveness. In: Schachter R, Levitt TS, Kanal LN, eds. Uncertainty in Artificial Intelligence 4. New York: Elsevier, 1990:69-76.
    • (1990) Uncertainty in Artificial Intelligence , vol.4 , pp. 69-76
    • Verma, T.1    Pearl, J.2
  • 27
    • 0000657751 scopus 로고
    • Probabilistic evaluation of sequential plans from causal models with hidden variables
    • Bernard P, Hanks S, eds. San Francisco: Morgan Kaufmann
    • Pearl J, Robins JM. Probabilistic evaluation of sequential plans from causal models with hidden variables. In: Bernard P, Hanks S, eds. Uncertainty in Artificial Intelligence. San Francisco: Morgan Kaufmann, 1995;11:444-453.
    • (1995) Uncertainty in Artificial Intelligence , vol.11 , pp. 444-453
    • Pearl, J.1    Robins, J.M.2
  • 28
    • 0001122210 scopus 로고
    • Causation
    • Reprinted with postscript in: Lewis D. Philosophical Papers, vol. 2. New York: Oxford, 1986
    • Lewis D. Causation. J Philos 1973;70:556-567. Reprinted with postscript in: Lewis D. Philosophical Papers, vol. 2. New York: Oxford, 1986.
    • (1973) J Philos , vol.70 , pp. 556-567
    • Lewis, D.1
  • 29
    • 84972506931 scopus 로고
    • Comment: Neyman (1923) and causal inference in experiments and observational studies
    • Rubin DB. Comment: Neyman (1923) and causal inference in experiments and observational studies. Stat Sci 1990;5:472-480.
    • (1990) Stat Sci , vol.5 , pp. 472-480
    • Rubin, D.B.1
  • 30
    • 54649084303 scopus 로고    scopus 로고
    • Axiomatic characterization of counterfactuals
    • Galles D, Pearl J. Axiomatic characterization of counterfactuals. Found Sci 1998;3:151-182.
    • (1998) Found Sci , vol.3 , pp. 151-182
    • Galles, D.1    Pearl, J.2
  • 33
    • 0010995799 scopus 로고    scopus 로고
    • The grand leap
    • Discussion 1997;48:543-568
    • Humphreys P, Freedman D. The grand leap (with discussion). Br J Phil Sci 1996;47:113-123 (Discussion 1997;48:543-568).
    • (1996) Br J Phil Sci , vol.47 , pp. 113-123
    • Humphreys, P.1    Freedman, D.2
  • 34
    • 0005595058 scopus 로고    scopus 로고
    • On the impossibility of inferring causation from association without background knowledge
    • Cooper G, Glymour C, eds. Cambridge, MA: MIT/AAAI Press, (in press)
    • Robins JM, Wasserman L. On the impossibility of inferring causation from association without background knowledge. In: Cooper G, Glymour C, eds. Causation and Computation. Cambridge, MA: MIT/AAAI Press, 1999 (in press).
    • (1999) Causation and Computation
    • Robins, J.M.1    Wasserman, L.2
  • 35
    • 0032370488 scopus 로고    scopus 로고
    • TETRAD and SEM
    • Pearl J. TETRAD and SEM. Mult Behav Res 1998;33:119-128.
    • (1998) Mult Behav Res , vol.33 , pp. 119-128
    • Pearl, J.1
  • 36
    • 0012773095 scopus 로고    scopus 로고
    • A review of recent work on the foundations of causal inference
    • McKim VR, Turner SP (eds.). South Bend, IN: University of Notre Dame Press
    • Glymour C. A review of recent work on the foundations of causal inference. In: McKim VR, Turner SP (eds.). Causality in Crisis. South Bend, IN: University of Notre Dame Press, 1997;201-248.
    • (1997) Causality in Crisis , pp. 201-248
    • Glymour, C.1
  • 37
    • 0002306976 scopus 로고    scopus 로고
    • From association to causation via regression
    • McKim VR, Turner SP (eds.). South Bend, IN: University of Notre Dame Press
    • Freedman D. From association to causation via regression (with discussion). In: McKim VR, Turner SP (eds.). Causality in Crisis. South Bend, IN: University of Notre Dame Press, 1997;113-182.
    • (1997) Causality in Crisis , pp. 113-182
    • Freedman, D.1
  • 38
    • 0021807618 scopus 로고
    • Confounding and misclassification
    • Greenland S, Robins JM. Confounding and misclassification. Am J Epidemiol 1985;122:495-506.
    • (1985) Am J Epidemiol , vol.122 , pp. 495-506
    • Greenland, S.1    Robins, J.M.2
  • 39
    • 0001697177 scopus 로고    scopus 로고
    • Basic methods for sensitivity analysis and external adjustment
    • Ch. 19. Rothman KJ, Greenland S, eds. Philadelphia: Lippincott-Raven
    • Greenland S. Basic methods for sensitivity analysis and external adjustment. Ch. 19. In: Rothman KJ, Greenland S, eds. Modern Epidemiology. Philadelphia: Lippincott-Raven, 1998:343-358.
    • (1998) Modern Epidemiology , pp. 343-358
    • Greenland, S.1
  • 40
    • 0032520246 scopus 로고    scopus 로고
    • Correction for non-compliance in equivalence trials
    • Robins JM. Correction for non-compliance in equivalence trials. Stat Med 1998;17:269-302.
    • (1998) Stat Med , vol.17 , pp. 269-302
    • Robins, J.M.1
  • 41
    • 0002121637 scopus 로고    scopus 로고
    • Sensitivity analysis for selection bias in missing data and causal inference models
    • Halloran ME, ed. New York: Springer-Verlag, (in press)
    • Robins JM, Rotnitzky A, Scharfstein D. Sensitivity analysis for selection bias in missing data and causal inference models. In: Halloran ME, ed. Statistical Models in Epidemiology. New York: Springer-Verlag, 1999 (in press).
    • (1999) Statistical Models in Epidemiology
    • Robins, J.M.1    Rotnitzky, A.2    Scharfstein, D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.