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Volumn 29, Issue 11, 2010, Pages 1239-1249

On Bayesian shared component disease mapping and ecological regression with errors in covariates

Author keywords

Bayesian disease mapping; Confounding; Ecological models; Error in covariate; Identifiability; Markov chain Monte Carlo simulation; Multivariate CAR models; Shared component models; Unmeasured confounding

Indexed keywords

ADOLESCENT; ADULT; ANALYTICAL ERROR; ARTICLE; BAYES THEOREM; CANADA; COVARIANCE; FEMALE; HUMAN; MAJOR CLINICAL STUDY; MALE; MONTE CARLO METHOD; OUTCOME ASSESSMENT; PROBABILITY; RANDOMIZATION; REGRESSION ANALYSIS; RISK FACTOR; SEX DIFFERENCE; STATISTICAL MODEL; TRAFFIC ACCIDENT;

EID: 77951610337     PISSN: 02776715     EISSN: 10970258     Source Type: Journal    
DOI: 10.1002/sim.3875     Document Type: Article
Times cited : (31)

References (18)
  • 2
    • 0141767040 scopus 로고    scopus 로고
    • Proper multivariate conditional autoregressive models for spatial data analysis
    • Gelfand AE, Vounatsou P. Proper multivariate conditional autoregressive models for spatial data analysis. Biostatistics 2003; 4:11-25.
    • (2003) Biostatistics , vol.4 , pp. 11-25
    • Gelfand, A.E.1    Vounatsou, P.2
  • 3
    • 33644864519 scopus 로고    scopus 로고
    • Generalized hierarchical multivariate CAR models for areal data
    • DOI 10.1111/j.1541-0420.2005.00359.x
    • Jin X, Carlin BP, Banerjee S. Generalized hierarchical multivariate CAR models for areal data. Biometrics 2005; 61:950-961. (Pubitemid 43906902)
    • (2005) Biometrics , vol.61 , Issue.4 , pp. 950-961
    • Jin, X.1    Carlin, B.P.2    Banerjee, S.3
  • 5
    • 35649013748 scopus 로고    scopus 로고
    • Mapping disability-adjusted life years: A Bayesian hierarchical model framework for burden of disease and injury assessment
    • MacNab YC. Mapping disability-adjusted life years: a Bayesian hierarchical model framework for burden of disease and injury assessment. Statistics in Medicine 2007; 26:4746-4769.
    • (2007) Statistics in Medicine , vol.26 , pp. 4746-4769
    • MacNab, Y.C.1
  • 6
    • 67549143085 scopus 로고    scopus 로고
    • Bayesian multivariate disease mapping and ecological regression with errors in covariates: Bayesian estimation of DALYs and 'preventable' DALYs
    • MacNab YC. Bayesian multivariate disease mapping and ecological regression with errors in covariates: Bayesian estimation of DALYs and 'preventable' DALYs. Statistics in Medicine 2009; 28(9):1369-1385.
    • (2009) Statistics in Medicine , vol.28 , Issue.9 , pp. 1369-1385
    • MacNab, Y.C.1
  • 10
    • 0032582033 scopus 로고    scopus 로고
    • Spatio-temporal models with errors in covariates: Mapping Ohio lung cancer mortality
    • DOI 10.1002/(SICI)1097-0258(19980930)17:18<2025::AID-SIM865>3.0. CO;2-M
    • Xia H, Carlin BP. Spatio-temporal models with errors in covariates: mapping Ohio lung cancer mortality. Statistics in Medicine 1998; 17:2025-2043. (Pubitemid 28442013)
    • (1998) Statistics in Medicine , vol.17 , Issue.18 , pp. 2025-2043
    • Xia, H.1    Carlin, B.P.2
  • 12
    • 35148832435 scopus 로고    scopus 로고
    • Regression B-spline smoothing in Bayesian disease mapping: With an application to patient safety surveillance
    • DOI 10.1002/sim.2868
    • MacNab YC, Gustafson P. Regression B-spline smoothing in Bayesian disease mapping: with an application to patient safety surveillance. Statistics in Medicine 2007; 26(24):4455-4474. (Pubitemid 47534691)
    • (2007) Statistics in Medicine , vol.26 , Issue.24 , pp. 4455-4474
    • MacNab, Y.C.1    Gustafson, P.2
  • 13
    • 0002206208 scopus 로고    scopus 로고
    • Estimation of disease rates in small areas: A new mixed model for spatial dependence
    • Halloran ME, Berry D (eds). Springer: New York
    • Leroux BG, Lei X, Breslow N. Estimation of disease rates in small areas: a new mixed model for spatial dependence. Statistical Models in Epidemiology, the Environment and Clinical Trials, Halloran ME, Berry D (eds). Springer: New York, 1999; 135-178.
    • (1999) Statistical Models in Epidemiology, the Environment and Clinical Trials , pp. 135-178
    • Leroux, B.G.1    Lei, X.2    Breslow, N.3
  • 14
    • 4344608946 scopus 로고    scopus 로고
    • Bayesian spatial and ecological models for small area accident and injury analysis
    • MacNab YC. Bayesian spatial and ecological models for small area accident and injury analysis. Accident Analysis and Prevention 2004; 36(6):1019-1028.
    • (2004) Accident Analysis and Prevention , vol.36 , Issue.6 , pp. 1019-1028
    • MacNab, Y.C.1
  • 15
    • 33746458924 scopus 로고    scopus 로고
    • Bayesian spatio-temporal analysis of joint patterns of male and female lung cancer risks in Yorkshire (UK)
    • DOI 10.1191/0962280206sm458oa
    • Richardson S, Abellan JJ, Best N. Bayesian spatio-temporal analysis of joint patterns of male and female lung cancer risks in Yorkshire (U.K.). Statistical Methods for Medical Research 2006; 15:385-407. (Pubitemid 44122836)
    • (2006) Statistical Methods in Medical Research , vol.15 , Issue.4 , pp. 385-407
    • Richardson, S.1    Abellan, J.J.2    Best, N.3
  • 16
    • 35148849375 scopus 로고    scopus 로고
    • An innovative application of bayesian disease mapping methods to patient safety research: A canadian adverse medical event study
    • DOI 10.1002/sim.2507
    • MacNab YC, Kmetic A, Gustafson P, Shaps S. An innovative application of Bayesian disease mapping methods to patient safety research: the Canadian iatrogenic injury study. Statistics in Medicine 2006; 25(23):3960-3980. (Pubitemid 44823869)
    • (2006) Statistics in Medicine , vol.25 , Issue.23 , pp. 3960-3980
    • MacNab, Y.C.1    Kmetic, A.2    Gustafson, P.3    Sheps, S.4
  • 17
    • 62849108697 scopus 로고    scopus 로고
    • On empirical Bayes penalized quasilikelihood inference in GLMMs and in disease mapping and ecological modeling
    • MacNab YC, Lin Y. On empirical Bayes penalized quasilikelihood inference in GLMMs and in disease mapping and ecological modeling. Computational Statistics & Data Analysis 2009; 53:2950-2967.
    • (2009) Computational Statistics & Data Analysis , vol.53 , pp. 2950-2967
    • MacNab, Y.C.1    Lin, Y.2
  • 18
    • 34147190307 scopus 로고    scopus 로고
    • Disease mapping and spatial regression with count data
    • DOI 10.1093/biostatistics/kxl008
    • Wakefield J. Disease mapping and spatial regression with count data. Biostatistics 2007; 8(2):158-183. (Pubitemid 46569589)
    • (2007) Biostatistics , vol.8 , Issue.2 , pp. 158-183
    • Wakefield, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.