메뉴 건너뛰기




Volumn 32, Issue 15, 2013, Pages 2555-2570

Uncovering selection bias in case-control studies using Bayesian post-stratification

Author keywords

Collider bias; Combining data; Conditional independence; Epidemiology; Marginal odds ratio; Sensitivity analysis

Indexed keywords

ACUTE LYMPHOBLASTIC LEUKEMIA; AEROSOL; ARTICLE; BAYESIAN POST STRATIFICATION; CASE CONTROL STUDY; CHILD; CHILDHOOD CANCER; CONTROLLED STUDY; DISEASE ASSOCIATION; ELECTROMAGNETIC FIELD; ELECTROMAGNETIC RADIATION; EPIDEMIOLOGY; FEMALE; HAIR SPRAY; HUMAN; HYPOSPADIAS; INFANT; MAJOR CLINICAL STUDY; MALE; MATERNAL AGE; OCCUPATIONAL EXPOSURE; RADIATION CARCINOGENESIS; RADIATION EXPOSURE; SENSITIVITY ANALYSIS; SOCIAL STATUS; STATISTICAL ANALYSIS;

EID: 84879111698     PISSN: 02776715     EISSN: 10970258     Source Type: Journal    
DOI: 10.1002/sim.5722     Document Type: Article
Times cited : (13)

References (39)
  • 2
  • 3
    • 34347396774 scopus 로고    scopus 로고
    • Multiple imputation: current perspectives
    • DOI: 10.1177/0962280206075304.
    • Kenward MG, Carpenter J. Multiple imputation: current perspectives. Statistical Methods in Medical Research 2007; 16(3):199-218. DOI: 10.1177/0962280206075304.
    • (2007) Statistical Methods in Medical Research , vol.16 , Issue.3 , pp. 199-218
    • Kenward, M.G.1    Carpenter, J.2
  • 4
    • 0033847784 scopus 로고    scopus 로고
    • Marginal structural models and causal inference in epidemiology
    • Robins J, Hernan M, Brumback B. Marginal structural models and causal inference in epidemiology. Epidemiology 2000; 11(5):550-560.
    • (2000) Epidemiology , vol.11 , Issue.5 , pp. 550-560
    • Robins, J.1    Hernan, M.2    Brumback, B.3
  • 6
    • 33645314736 scopus 로고    scopus 로고
    • Selection bias and its implications for case-control studies: a case study of magnetic field exposure and childhood leukaemia
    • Mezei G, Kheifets L. Selection bias and its implications for case-control studies: a case study of magnetic field exposure and childhood leukaemia. International Journal of Epidemiology 2006; 35:397-406.
    • (2006) International Journal of Epidemiology , vol.35 , pp. 397-406
    • Mezei, G.1    Kheifets, L.2
  • 7
    • 57749122236 scopus 로고    scopus 로고
    • Adjusting for selection bias in retrospective, case-control studies
    • Geneletti S, Richardson S, Best N. Adjusting for selection bias in retrospective, case-control studies. Biostatistics 2009; 10(1):17-31.
    • (2009) Biostatistics , vol.10 , Issue.1 , pp. 17-31
    • Geneletti, S.1    Richardson, S.2    Best, N.3
  • 9
    • 13944279789 scopus 로고    scopus 로고
    • A structural approach to selection bias
    • Hernan M, Hernandez-Diaz S, Robins J. A structural approach to selection bias. Epidemiology 2004; 15(5):615-625.
    • (2004) Epidemiology , vol.15 , Issue.5 , pp. 615-625
    • Hernan, M.1    Hernandez-Diaz, S.2    Robins, J.3
  • 11
    • 58749085584 scopus 로고    scopus 로고
    • Adjustment for selection bias in observational studies with application to the analysis of autopsy data
    • DOI: 10.1159/000197389.
    • Haneuse S, Schildcrout J, Crane P, Sonnen J, Breitner J, Larson E. Adjustment for selection bias in observational studies with application to the analysis of autopsy data. Neuroepidemiology 2009; 32(3):229-239. DOI: 10.1159/000197389.
    • (2009) Neuroepidemiology , vol.32 , Issue.3 , pp. 229-239
    • Haneuse, S.1    Schildcrout, J.2    Crane, P.3    Sonnen, J.4    Breitner, J.5    Larson, E.6
  • 12
    • 79952578946 scopus 로고    scopus 로고
    • A multiphase design strategy for dealing with participation bias
    • DOI: 10.1111/j.1541-0420.2010.01419.x.
    • Haneuse S, Chen J. A multiphase design strategy for dealing with participation bias. Biometrics 2011; 67(1):309-318. DOI: 10.1111/j.1541-0420.2010.01419.x.
    • (2011) Biometrics , vol.67 , Issue.1 , pp. 309-318
    • Haneuse, S.1    Chen, J.2
  • 15
    • 0019372297 scopus 로고
    • An analysis of detection bias and proposed corrections in the study of estrogens and endometrial cancer
    • DOI: 10.1016/0021-9681(81)90002-3.
    • Greenland S, Neutra R. An analysis of detection bias and proposed corrections in the study of estrogens and endometrial cancer. Journal of Chronic Diseases 1981; 34(9-10):433-438. DOI: 10.1016/0021-9681(81)90002-3.
    • (1981) Journal of Chronic Diseases , vol.34 , Issue.9-10 , pp. 433-438
    • Greenland, S.1    Neutra, R.2
  • 18
    • 0025919474 scopus 로고
    • Fitting logistic regression models in stratified case-control studies
    • Scott A, Wild C. Fitting logistic regression models in stratified case-control studies. Biometrics 1991; 47:497-510.
    • (1991) Biometrics , vol.47 , pp. 497-510
    • Scott, A.1    Wild, C.2
  • 19
    • 0035190474 scopus 로고    scopus 로고
    • Matched case-control data analysis with selection bias
    • DOI: 10.1111/j.0006-341X.2001.01106.x (English).
    • Lin I, Paik M. Matched case-control data analysis with selection bias. Biometrics 2001; 57(4):1106-1112. DOI: 10.1111/j.0006-341X.2001.01106.x (English).
    • (2001) Biometrics , vol.57 , Issue.4 , pp. 1106-1112
    • Lin, I.1    Paik, M.2
  • 20
    • 0031111885 scopus 로고    scopus 로고
    • What can be done about missing data? Approaches to imputation
    • DOI: 10.2105/AJPH.87.4.548.
    • Heitjan D. What can be done about missing data? Approaches to imputation. Americal Journal of Public Health 1997; 87(4):548-550. DOI: 10.2105/AJPH.87.4.548.
    • (1997) Americal Journal of Public Health , vol.87 , Issue.4 , pp. 548-550
    • Heitjan, D.1
  • 22
    • 49449108749 scopus 로고    scopus 로고
    • Struggles with survey weighting and regression modelling
    • Gelman A. Struggles with survey weighting and regression modelling. Statistical Science 2007; 22(2):153-164.
    • (2007) Statistical Science , vol.22 , Issue.2 , pp. 153-164
    • Gelman, A.1
  • 23
    • 33845601196 scopus 로고    scopus 로고
    • A method for estimating sampling variances for surveys with weighting, poststratification and raking
    • Lu H, Gelman A. A method for estimating sampling variances for surveys with weighting, poststratification and raking. Journal of Official Statistics 2003; 19(2):133-151.
    • (2003) Journal of Official Statistics , vol.19 , Issue.2 , pp. 133-151
    • Lu, H.1    Gelman, A.2
  • 24
    • 0036358669 scopus 로고    scopus 로고
    • Non-ionizing radiation, part 1: static and extremely low-frequency electric and magnetic fields
    • In, Lyon IARC Press: France
    • Non-ionizing radiation, part 1: static and extremely low-frequency electric and magnetic fields. In IARC Monographs on the Evaluation of Carcinogenic Risks to Humans, Vol.80. Lyon IARC Press: France, 2002.
    • (2002) IARC Monographs on the Evaluation of Carcinogenic Risks to Humans , vol.80
  • 25
    • 33645312703 scopus 로고    scopus 로고
    • Leukemia attributable to residential magnetic fields: results from analyses allowing for study biases
    • Greenland S, Kheifets L. Leukemia attributable to residential magnetic fields: results from analyses allowing for study biases. Risk Analysis 2006; 26(2):417-482.
    • (2006) Risk Analysis , vol.26 , Issue.2 , pp. 417-482
    • Greenland, S.1    Kheifets, L.2
  • 27
    • 0033998796 scopus 로고    scopus 로고
    • Do confounding or selection factors of residential wire codings and magnetic fields distort findings of electromagnetic field studies?
    • Hatch E, Kleinerman R, Linet M, Tarone R, Kaune W, Anssi A, Dasul B, Robison L, Wacholder S. Do confounding or selection factors of residential wire codings and magnetic fields distort findings of electromagnetic field studies? Epidemiology 2000; 11(2):189-198.
    • (2000) Epidemiology , vol.11 , Issue.2 , pp. 189-198
    • Hatch, E.1    Kleinerman, R.2    Linet, M.3    Tarone, R.4    Kaune, W.5    Anssi, A.6    Dasul, B.7    Robison, L.8    Wacholder, S.9
  • 30
    • 84879078308 scopus 로고    scopus 로고
    • Office of National Statistics. The national statistics socio-economic classification: user manual
    • Office of National Statistics. The national statistics socio-economic classification: user manual, 2005.
    • (2005)
  • 31
    • 74549167629 scopus 로고    scopus 로고
    • Risk of cancer among hairdressers and related workers: a meta-analysis
    • DOI: 10.1093/ije/dyp283.
    • Takkouche B, Regueira-Mendez C, Montes-Martinez A. Risk of cancer among hairdressers and related workers: a meta-analysis. International Journal of Epidemiology 2009; 38(6):1512-1531. DOI: 10.1093/ije/dyp283.
    • (2009) International Journal of Epidemiology , vol.38 , Issue.6 , pp. 1512-1531
    • Takkouche, B.1    Regueira-Mendez, C.2    Montes-Martinez, A.3
  • 32
    • 33645315892 scopus 로고    scopus 로고
    • Bayesian perspectives for epidemiological research: I. Foundations and basic methods
    • DOI: 10.1093/ije.dyi312.
    • Greenland S. Bayesian perspectives for epidemiological research: I. Foundations and basic methods. International Journal of Epidemiology 2006; 35(3):765-775. DOI: 10.1093/ije.dyi312.
    • (2006) International Journal of Epidemiology , vol.35 , Issue.3 , pp. 765-775
    • Greenland, S.1
  • 33
    • 34447343362 scopus 로고    scopus 로고
    • Bayesian perspectives for epidemiological research: II. Regression analysis
    • DOI: 10.1093/ije/dyl289.
    • Greenland S. Bayesian perspectives for epidemiological research: II. Regression analysis. International Journal of Epidemiology 2007; 36(1):195-202. DOI: 10.1093/ije/dyl289.
    • (2007) International Journal of Epidemiology , vol.36 , Issue.1 , pp. 195-202
    • Greenland, S.1
  • 34
    • 70349351585 scopus 로고    scopus 로고
    • Bayesian perspectives for epidemiologic research: III. Bias analysis via missing-data methods
    • DOI: 10.1093/ije/dyp278.
    • Greenland S. Bayesian perspectives for epidemiologic research: III. Bias analysis via missing-data methods. International Journal of Epidemiology 2009; 38(6):1662-1673. DOI: 10.1093/ije/dyp278.
    • (2009) International Journal of Epidemiology , vol.38 , Issue.6 , pp. 1662-1673
    • Greenland, S.1
  • 35
    • 33744955083 scopus 로고    scopus 로고
    • Poststratification and weighting adjustments
    • In, Groves R, Dillman D, Eltinge J, Little R (eds). Wiley: New York
    • Gelman A, Carlin B. Poststratification and weighting adjustments. In Survey Nonresponse, Groves R, Dillman D, Eltinge J, Little R (eds). Wiley: New York, 2001; 289-302.
    • (2001) Survey Nonresponse , pp. 289-302
    • Gelman, A.1    Carlin, B.2
  • 36
    • 0011345113 scopus 로고    scopus 로고
    • Bayesian analysis of case-control studies with categorical covariates
    • Seaman S, Richardson S. Bayesian analysis of case-control studies with categorical covariates. Biometrika 2001; 88(4):1073-1088.
    • (2001) Biometrika , vol.88 , Issue.4 , pp. 1073-1088
    • Seaman, S.1    Richardson, S.2
  • 37
    • 84879116732 scopus 로고    scopus 로고
    • Universityof London IoE. Centre for Longitudinal Studies, Millennium Cohort Study: First Survey, 2001-2003 [computer file], 6th Edition, Colchester, Essex: UK
    • Universityof London IoE. Centre for Longitudinal Studies, Millennium Cohort Study: First Survey, 2001-2003 [computer file], 6th Edition, Colchester, Essex: UK, 2007. http://dx.doi.org/10.5255/UKDA-SN-4683-1.
    • (2007)
  • 38
    • 0002864224 scopus 로고    scopus 로고
    • Confounding and collapsibility in causal inference
    • Greenland S, Robins J, Pearl J. Confounding and collapsibility in causal inference. Statistical Science 1999; 14(1):29-46.
    • (1999) Statistical Science , vol.14 , Issue.1 , pp. 29-46
    • Greenland, S.1    Robins, J.2    Pearl, J.3
  • 39
    • 78650799636 scopus 로고    scopus 로고
    • Adjusting for selection effects in epidemiologic studies, why sensitivity analysis is the only "solution"
    • Geneletti S, Best N, Mason A. Adjusting for selection effects in epidemiologic studies, why sensitivity analysis is the only "solution". Epidemiology 2011; 22(1):36-39.
    • (2011) Epidemiology , vol.22 , Issue.1 , pp. 36-39
    • Geneletti, S.1    Best, N.2    Mason, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.