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Volumn 13, Issue 1, 2013, Pages

A semi-parametric approach to estimate risk functions associated with multi-dimensional exposure profiles: Application to smoking and lung cancer

Author keywords

Bayesian clustering; Case control study; Duration; Intensity; Lung cancer; Pack years; Smoking

Indexed keywords

ADENOCARCINOMA; ARTICLE; BAYES THEOREM; CASE CONTROL STUDY; ENVIRONMENTAL EXPOSURE; HUMAN; LUNG TUMOR; MALE; MULTIVARIATE ANALYSIS; RISK; RISK FACTOR; SENSITIVITY AND SPECIFICITY; SMOKING; STATISTICAL ANALYSIS; STATISTICAL MODEL;

EID: 84886049533     PISSN: None     EISSN: 14712288     Source Type: Journal    
DOI: 10.1186/1471-2288-13-129     Document Type: Article
Times cited : (25)

References (34)
  • 1
  • 2
    • 34547679449 scopus 로고    scopus 로고
    • Cigarette smoking and cancer risk: Modeling total exposure and intensity
    • 10.1093/aje/kwm089 17548786
    • Cigarette smoking and cancer risk: modeling total exposure and intensity. Lubin JH, Alavanja MC, Caporaso N, et al. Am J Epidemiol 2007 166 4 479 489 10.1093/aje/kwm089 17548786
    • (2007) Am J Epidemiol , vol.166 , Issue.4 , pp. 479-489
    • Lubin, J.H.1    Alavanja, M.C.2    Caporaso, N.3
  • 3
    • 34547679449 scopus 로고    scopus 로고
    • Cigarette smoking and cancer risk: Modeling total exposure and intensity
    • 10.1093/aje/kwm089 17548786
    • Cigarette smoking and cancer risk: modeling total exposure and intensity. Lubin JH, Caporaso NE, Am J Epidemiol 2007 166 4 479 489 10.1093/aje/kwm089 17548786
    • (2007) Am J Epidemiol , vol.166 , Issue.4 , pp. 479-489
    • Lubin, J.H.1    Caporaso, N.E.2
  • 4
    • 0036839663 scopus 로고    scopus 로고
    • Modeling smoking history: A comparison of different approaches
    • 10.1093/aje/kwf122 12396999
    • Modeling smoking history: a comparison of different approaches. Abrahamowicz M, Siemiatycki J, Rachet B, Leffondré K, Am J Epidemiol 2002 156 9 813 823 10.1093/aje/kwf122 12396999
    • (2002) Am J Epidemiol , vol.156 , Issue.9 , pp. 813-823
    • Abrahamowicz, M.1    Siemiatycki, J.2    Rachet, B.3    Leffondré, K.4
  • 5
    • 84861904827 scopus 로고    scopus 로고
    • Temporal patterns of occupational asbestos exposure and risk of pleural mesothelioma
    • 10.1183/09031936.00005111 22075480
    • Temporal patterns of occupational asbestos exposure and risk of pleural mesothelioma. Lacourt A, Gramond C, Leffondré K, et al. Eur Respir J 2012 39 6 1304 1312 10.1183/09031936.00005111 22075480
    • (2012) Eur Respir J , vol.39 , Issue.6 , pp. 1304-1312
    • Lacourt, A.1    Gramond, C.2    Leffondré, K.3
  • 6
    • 84864343404 scopus 로고    scopus 로고
    • That the effects of smoking should be measured in pack-years: Misconceptions 4
    • 10.1038/bjc.2012.97 22828655
    • That the effects of smoking should be measured in pack-years: misconceptions 4. Peto J, Br J Cancer 2012 107 3 406 407 10.1038/bjc.2012.97 22828655
    • (2012) Br J Cancer , vol.107 , Issue.3 , pp. 406-407
    • Peto, J.1
  • 7
    • 0022854025 scopus 로고
    • Influence of dose and duration of smoking on lung cancer rates
    • 3623669
    • Influence of dose and duration of smoking on lung cancer rates. Peto R, IARC Sci Publ 1986 74 23 33 3623669
    • (1986) IARC Sci Publ , vol.74 , pp. 23-33
    • Peto, R.1
  • 9
    • 0034973569 scopus 로고    scopus 로고
    • Multifactor-dimensionality reduction reveals high-order interactions among estrogen-metabolism genes in sporadic breast cancer
    • 10.1086/321276 11404819
    • Multifactor-dimensionality reduction reveals high-order interactions among estrogen-metabolism genes in sporadic breast cancer. Ritchie MD, Hahn LW, Roodi N, et al. Am J Hum Genet 2001 69 1 138 147 10.1086/321276 11404819
    • (2001) Am J Hum Genet , vol.69 , Issue.1 , pp. 138-147
    • Ritchie, M.D.1    Hahn, L.W.2    Roodi, N.3
  • 10
    • 77956638095 scopus 로고    scopus 로고
    • Bayesian profile regression with an application to the National Survey of Children's Health
    • 10.1093/biostatistics/kxq013 20350957
    • Bayesian profile regression with an application to the National Survey of Children's Health. Molitor J, Papathomas M, Jerrett M, Richardson S, Biostatistics 2010 11 3 484 498 10.1093/biostatistics/kxq013 20350957
    • (2010) Biostatistics , vol.11 , Issue.3 , pp. 484-498
    • Molitor, J.1    Papathomas, M.2    Jerrett, M.3    Richardson, S.4
  • 11
    • 78751516919 scopus 로고    scopus 로고
    • Examining the joint effect of multiple risk factors using exposure risk profiles: Lung cancer in nonsmokers
    • 20920953
    • Examining the joint effect of multiple risk factors using exposure risk profiles: lung cancer in nonsmokers. Papathomas M, Molitor J, Richardson S, Riboli E, Vineis P, Environ Health Perspect 2011 119 1 84 91 20920953
    • (2011) Environ Health Perspect , vol.119 , Issue.1 , pp. 84-91
    • Papathomas, M.1    Molitor, J.2    Richardson, S.3    Riboli, E.4    Vineis, P.5
  • 12
    • 84865067602 scopus 로고    scopus 로고
    • Exploring data from genetic association studies using Bayesian variable selection and the Dirichlet process: Application to searching for gene x gene patterns
    • Group I.S.10.1002/gepi.21661 22851500
    • Exploring data from genetic association studies using Bayesian variable selection and the Dirichlet process: application to searching for gene x gene patterns. Papathomas M, Molitor J, Hoggart C, Hastie D, Richardson S, Genet Epidemiol 2012 36 663 674 10.1002/gepi.21661 22851500
    • (2012) Genet Epidemiol , vol.36 , pp. 663-674
    • Papathomas, M.1    Molitor, J.2    Hoggart, C.3    Hastie, D.4    Richardson, S.5
  • 13
    • 83355172209 scopus 로고    scopus 로고
    • Investigation of occupational and environmental causes of respiratory cancers (ICARE): A multicenter, population-based case-control study in France
    • 10.1186/1471-2458-11-928 22171573
    • Investigation of occupational and environmental causes of respiratory cancers (ICARE): a multicenter, population-based case-control study in France. Luce D, Stücker I, Group IS, BMC Public Health 2011 11 928 10.1186/1471-2458-11-928 22171573
    • (2011) BMC Public Health , vol.11 , pp. 928
    • Luce, D.1    Stücker, I.2
  • 14
    • 75149142199 scopus 로고    scopus 로고
    • Lung cancer and occupation in a population-based case-control study
    • 10.1093/aje/kwp391 20047975
    • Lung cancer and occupation in a population-based case-control study. Consonni D, De Matteis S, Lubin JH, et al. Am J Epidemiol 2010 171 3 323 333 10.1093/aje/kwp391 20047975
    • (2010) Am J Epidemiol , vol.171 , Issue.3 , pp. 323-333
    • Consonni, D.1    De Matteis, S.2    Lubin, J.H.3
  • 15
    • 0035531242 scopus 로고    scopus 로고
    • Modelling heterogeneity with and without the Dirichlet process
    • 10.1111/1467-9469.00242
    • Modelling heterogeneity with and without the Dirichlet process. Green PJ, Richardson S, Scandinavian Journal of Statistics 2001 28 355 375 10.1111/1467-9469.00242
    • (2001) Scandinavian Journal of Statistics , vol.28 , pp. 355-375
    • Green, P.J.1    Richardson, S.2
  • 16
    • 0000708831 scopus 로고
    • Mixtures of Dirichlet processes with applications to Bayesian nonparametric problems
    • 10.1214/aos/1176342871
    • Mixtures of Dirichlet processes with applications to Bayesian nonparametric problems. Antoniak CE, Ann Stat 1974 2 6 1152 1174 10.1214/aos/1176342871
    • (1974) Ann Stat , vol.2 , Issue.6 , pp. 1152-1174
    • Antoniak, C.E.1
  • 17
    • 1842816362 scopus 로고    scopus 로고
    • Gibbs sampling methods for stick-breaking priors
    • Gibbs sampling methods for stick-breaking priors. Ishwaran H, James L, J Am Statist Assoc 2011 96 161 173
    • (2011) J Am Statist Assoc , vol.96 , pp. 161-173
    • Ishwaran, H.1    James, L.2
  • 18
    • 0001677650 scopus 로고    scopus 로고
    • Markov chain Monte Carlo in approximate Dirichlet and beta two parameter process hierarchical models
    • Markov chain Monte Carlo in approximate Dirichlet and beta two parameter process hierarchical models. Ishwaran H, James L, Biometrika 2000 83 371 390
    • (2000) Biometrika , vol.83 , pp. 371-390
    • Ishwaran, H.1    James, L.2
  • 19
    • 33846490728 scopus 로고    scopus 로고
    • Inference for the random effects in Bayesian generalized linear mixed models
    • Inference for the random effects in Bayesian generalized linear mixed models. Ishwaran H, ASA Proc Bayesian Stat Sci Sect 2000 11 371 390
    • (2000) ASA Proc Bayesian Stat Sci Sect , vol.11 , pp. 371-390
    • Ishwaran, H.1
  • 20
    • 0036017464 scopus 로고    scopus 로고
    • A computational approach for full nonparametric Bayesian inference under Dirichlet process mixture models
    • 10.1198/106186002760180518
    • A computational approach for full nonparametric Bayesian inference under Dirichlet process mixture models. Gelfand AE, Kottas A, J Comput Graphical Stat 2002 11 289 305 10.1198/106186002760180518
    • (2002) J Comput Graphical Stat , vol.11 , pp. 289-305
    • Gelfand, A.E.1    Kottas, A.2
  • 21
    • 33847707418 scopus 로고    scopus 로고
    • Sampling the Dirichlet mixture model with slices
    • 10.1080/03610910601096262
    • Sampling the Dirichlet mixture model with slices. Walker SG, Commun Stat-Simul C 2007 36 45 54 10.1080/03610910601096262
    • (2007) Commun Stat-Simul C , vol.36 , pp. 45-54
    • Walker, S.G.1
  • 22
    • 40249114903 scopus 로고    scopus 로고
    • Retrospective Markov chain Monte Carlo methods for Dirichlet process hierarchical models
    • Retrospective Markov chain Monte Carlo methods for Dirichlet process hierarchical models. Papaspiliopoulos P, Roberts GO, Biometrika 2008 65 1 169 186
    • (2008) Biometrika , vol.65 , Issue.1 , pp. 169-186
    • Papaspiliopoulos, P.1    Roberts, G.O.2
  • 23
    • 78650307472 scopus 로고    scopus 로고
    • Slice sampling mixture models
    • 10.1007/s11222-009-9150-y
    • Slice sampling mixture models. Kalli M, Griffin JE, Walker SG, Stat Comput 2011 21 93 105 10.1007/s11222-009-9150-y
    • (2011) Stat Comput , vol.21 , pp. 93-105
    • Kalli, M.1    Griffin, J.E.2    Walker, S.G.3
  • 26
    • 34047215010 scopus 로고    scopus 로고
    • Flexible random-effects models using Bayesian semi-parametric models: Applications to institutional comparisons
    • 10.1002/sim.2666 16906554
    • Flexible random-effects models using Bayesian semi-parametric models: applications to institutional comparisons. Ohlssen DI, Sharples LD, Spiegelhalter DJ, Stat Med 2007 26 2088 2112 10.1002/sim.2666 16906554
    • (2007) Stat Med , vol.26 , pp. 2088-2112
    • Ohlssen, D.I.1    Sharples, L.D.2    Spiegelhalter, D.J.3
  • 27
    • 0030487956 scopus 로고    scopus 로고
    • Nonparametric hierarchical Bayes via sequential imputation
    • Nonparametric hierarchical Bayes via sequential imputation. Liu JS, Ann Stat 1996 24 911 930
    • (1996) Ann Stat , vol.24 , pp. 911-930
    • Liu, J.S.1
  • 28
    • 0033680875 scopus 로고    scopus 로고
    • Use of classification trees for association studies
    • 10.1002/1098-2272(200012)19:4<323: AID-GEPI4>3.0.CO;2-5 11108642
    • Use of Classification Trees for Association Studies. Zhang H, Bonney G, Genet Epidemiol 2000 19 323 332 10.1002/1098-2272(200012)19:4<323::AID- GEPI4>3.0.CO;2-5 11108642
    • (2000) Genet Epidemiol , vol.19 , pp. 323-332
    • Zhang, H.1    Bonney, G.2
  • 29
    • 0348220947 scopus 로고    scopus 로고
    • Classification and regression tree analysis in public health: Methodological review and comparison with logistic regression
    • 10.1207/S15324796ABM2603-02 14644693
    • Classification and regression tree analysis in public health: methodological review and comparison with logistic regression. Lemon SC, Roy J, Clark MA, Friedmann PD, Rakowski W, Ann Behav Med 2003 26 3 172 181 10.1207/S15324796ABM2603-02 14644693
    • (2003) Ann Behav Med , vol.26 , Issue.3 , pp. 172-181
    • Lemon, S.C.1    Roy, J.2    Clark, M.A.3    Friedmann, P.D.4    Rakowski, W.5
  • 30
    • 35348879174 scopus 로고    scopus 로고
    • Genetic variants in cell cycle control pathway confer susceptibility to lung cancer
    • 10.1158/1078-0432.CCR-07-0113 17908995
    • Genetic variants in cell cycle control pathway confer susceptibility to lung cancer. Wang W, Spitz MR, Yang H, Lu C, Stewart DJ, Wu X, Clin Cancer Res 2007 13 19 5974 5981 10.1158/1078-0432.CCR-07-0113 17908995
    • (2007) Clin Cancer Res , vol.13 , Issue.19 , pp. 5974-5981
    • Wang, W.1    Spitz, M.R.2    Yang, H.3    Lu, C.4    Stewart, D.J.5    Wu, X.6
  • 31
    • 63149089315 scopus 로고    scopus 로고
    • Identification of insulin resistance in Asian Indian adolescents: Classification and regression tree (CART) and logistic regression based classification rules
    • 10.1111/j.1365-2265.2008.03409.x
    • Identification of insulin resistance in Asian Indian adolescents: classification and regression tree (CART) and logistic regression based classification rules. Goel R, Misra A, Kondal D, Vikram NK, Wasirt JS, Pandey RM, et al. Clin Endocrinol 2009 70 717 724 10.1111/j.1365-2265.2008.03409.x
    • (2009) Clin Endocrinol , vol.70 , pp. 717-724
    • Goel, R.1    Misra, A.2    Kondal, D.3    Vikram, N.K.4    Wasirt, J.S.5    Pandey, R.M.6
  • 32
    • 84860294779 scopus 로고    scopus 로고
    • Cigarette smoking and lung cancer- relative risk estimates for the major histological types from a pooled analysis of case-control studies
    • 10.1002/ijc.27339 22052329
    • Cigarette smoking and lung cancer- relative risk estimates for the major histological types from a pooled analysis of case-control studies. Pesch B, Kenzia B, Gustavsson P, et al. Int J Cancer 2012 131 1210 1219 10.1002/ijc.27339 22052329
    • (2012) Int J Cancer , vol.131 , pp. 1210-1219
    • Pesch, B.1    Kenzia, B.2    Gustavsson, P.3
  • 33
    • 84862499880 scopus 로고    scopus 로고
    • Body mass index and lung cancer risk: Results from the, ICARE study, a large, population-based case-control study
    • 10.1007/s10552-012-9980-3 22610667
    • Body mass index and lung cancer risk: results from the, ICARE study, a large, population-based case-control study. Tarnaud C, Guida F, Papadopoulos A, et al. Cancer Causes Control 2012 23 7 1113 1126 10.1007/s10552-012-9980-3 22610667
    • (2012) Cancer Causes Control , vol.23 , Issue.7 , pp. 1113-1126
    • Tarnaud, C.1    Guida, F.2    Papadopoulos, A.3
  • 34
    • 33847049045 scopus 로고    scopus 로고
    • Bayesian methods for highly correlated exposure data
    • 10.1097/01.ede.0000256320.30737.c0 17272963
    • Bayesian methods for highly correlated exposure data. MacLehose RF, Dunson DB, Herring AH, Hoppin J, Epidemiology 2007 18 199 207 10.1097/01.ede.0000256320.30737.c0 17272963
    • (2007) Epidemiology , vol.18 , pp. 199-207
    • Maclehose, R.F.1    Dunson, D.B.2    Herring, A.H.3    Hoppin, J.4


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