An Application of a Bayesian Approach in Diagnostic Testing Problems in the Absence of a Gold Standard

被引:0
作者
Faiz Ahmad
机构
[1] GlaxoSmithKline,
[2] Plc,undefined
[3] Research Triangle Park,undefined
来源
Drug information journal : DIJ / Drug Information Association | 2010年 / 44卷 / 4期
关键词
Bayesian analysis; Diagnostic tests; Prevalence; Sensitivity; Specificity;
D O I
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中图分类号
学科分类号
摘要
A number of methods have been proposed to estimate the parameters of diagnostic tests in the absence of a perfect gold standard. However, these approaches require at least three diagnostic tests to estimate the parameters and most of these methods are inapplicable in point estimation problems involving nonidentifiable parameters.
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页码:453 / 462
页数:9
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  • [1] Schachter J(1994)Ligase chain reaction to detect Chlamydia trachomatis infection of the cervix J Clin Microbiol 32 2540-2543
  • [2] Stamm WE(1999)Estimation of test sensitivity and specificity when disease confirmation is limited to positive results Epidemiology 10 67-72
  • [3] Quinn TC(1998)Evaluation of diagnostic tests without gold standards Stat Meth Med Res 7 354-370
  • [4] Andrews WW(1997)Latent variable modeling of diagnostic accuracy Biometrics 53 948-958
  • [5] Burczak JD(1995)Bayesian estimation of disease prevalence and the parameters of diagnostic tests in the absence of a gold standard Am J Epidemiol 141 263-272
  • [6] Lee HH(1997)On the efficacy of Bayesian inference for nonidentifiable models Am Stat 51 225-234
  • [7] Walter SD(1997)DFA, EIA, PCR, LCR and other technologies: what tests should be used for diagnosis of Chlamydia infections Immunol Investig 26 157-161
  • [8] Hui SL(1997)Current methods of laboratory diagnosis of Chlamydia trachomatis infections Clin Microbiol Rev 10 160-184
  • [9] Zhou XH(2006)What is the impact of change in diagnostic test method on surveillance data trends in Chlamydia trachomatis infection? Sex Transm Infect 82 24-30
  • [10] Yang I(2000)Evaluation of nucleic acid amplification tests as reference tests for Chlamydia trachomatis infections in asymptomatic men J Clin Microbiol 38 4382-4386