Misclassification errors in prevalence estimation: Bayesian handling with care

被引:67
作者
Speybroeck, Niko [1 ]
Devleesschauwer, Brecht [1 ,2 ]
Joseph, Lawrence [3 ]
Berkvens, Dirk [4 ]
机构
[1] Catholic Univ Louvain, Inst Hlth & Soc, B-1200 Brussels, Belgium
[2] Univ Ghent, Dept Virol Parasitol & Immunol, Fac Vet Med, Merelbeke, Belgium
[3] McGill Univ, Dept Epidemiol Biostat & Occupat Hlth, Montreal, PQ, Canada
[4] Inst Trop Med, Dept Biomed Sci, B-2000 Antwerp, Belgium
关键词
DISEASE PREVALENCE; DIAGNOSTIC-TESTS; GOLD STANDARD; SPECIFICITY; POPULATIONS; SENSITIVITY; FRAMEWORK; ABSENCE;
D O I
10.1007/s00038-012-0439-9
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
[No abstract available]
引用
收藏
页码:791 / 795
页数:5
相关论文
共 11 条
[1]   Estimating disease prevalence in a Bayesian framework using probabilistic constraints [J].
Berkvens, D ;
Speybroeck, N ;
Praet, N ;
Adel, A ;
Lesaffre, E .
EPIDEMIOLOGY, 2006, 17 (02) :145-153
[2]   Bayesian estimation of hepatitis E virus seroprevalence for populations with different exposure levels to swine in The Netherlands [J].
Bouwknegt, M. ;
Engel, B. ;
Herremans, M. M. P. T. ;
Widdowson, M. A. ;
Worm, H. C. ;
Koopmans, M. P. G. ;
Frankena, K. ;
Husman, A. M. de Roda ;
de Jong, M. C. M. ;
Van der Poel, W. H. M. .
EPIDEMIOLOGY AND INFECTION, 2008, 136 (04) :567-576
[3]   Estimation of diagnostic-test sensitivity and specificity through Bayesian modeling [J].
Branscum, AJ ;
Gardner, IA ;
Johnson, WO .
PREVENTIVE VETERINARY MEDICINE, 2005, 68 (2-4) :145-163
[4]   Estimation of sensitivity and specificity of three conditionally dependent diagnostic tests in the absence of a gold standard [J].
Engel, Bas ;
Swildens, Bas ;
Stegeman, Arjan ;
Buist, Willem ;
de Jong, Mart .
JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 2006, 11 (04) :360-380
[5]   BAYESIAN-ESTIMATION OF DISEASE PREVALENCE AND THE PARAMETERS OF DIAGNOSTIC-TESTS IN THE ABSENCE OF A GOLD STANDARD [J].
JOSEPH, L ;
GYORKOS, TW ;
COUPAL, L .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 1995, 141 (03) :263-272
[6]   Bayesian evaluation of the human immunodeficiency virus antibody screening strategy of duplicate enzyme-linked immunosorbent assay in Xuzhou Blood Center, China [J].
Liu, Pei ;
Xiao, Shan ;
Shi, Zhi-Xu ;
Bi, Xing-Xiu ;
Yang, Hai-Tao ;
Jin, Hui .
TRANSFUSION, 2011, 51 (04) :793-798
[7]   The BUGS project: Evolution, critique and future directions [J].
Lunn, David ;
Spiegelhalter, David ;
Thomas, Andrew ;
Best, Nicky .
STATISTICS IN MEDICINE, 2009, 28 (25) :3049-3067
[8]   WinBUGS - A Bayesian modelling framework: Concepts, structure, and extensibility [J].
Lunn, DJ ;
Thomas, A ;
Best, N ;
Spiegelhalter, D .
STATISTICS AND COMPUTING, 2000, 10 (04) :325-337
[9]   ESTIMATING PREVALENCE FROM RESULTS OF A SCREENING-TEST [J].
ROGAN, WJ ;
GLADEN, B .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 1978, 107 (01) :71-76
[10]   Estimating the prevalence of infections in vector populations using pools of samples [J].
Speybroeck, N. ;
Williams, C. J. ;
Lafia, K. B. ;
Devleesschauwer, B. ;
Berkvens, D. .
MEDICAL AND VETERINARY ENTOMOLOGY, 2012, 26 (04) :361-371