Recommended methods to compare the accuracy of two binary diagnostic tests subject to a paired design

References

• Zhou XH, Obuchowski NA, McClish DK. Statistical methods in diagnostic medicine. 2nd ed. New Jersey: John Wiley & Sons; 2011.
   Google Scholar
• Pepe MS. The statistical evaluation of medical tests for classification and prediction. New York: Oxford University Press; 2003.
   Google Scholar
• Lachenbruch PA, Lynch CJ. Assessing screening tests: extensions of McNemar’s test. Stat Med. 1998;17:2207–2217. doi: 10.1002/(SICI)1097-0258(19981015)17:19<2207::AID-SIM920>3.0.CO;2-Y
   PubMed Web of Science ®Google Scholar
• Roldán-Nofuentes JA, Luna del Castillo JD, Montero-Alonso MA. Global hypothesis test to simultaneously compare the predictive values of two binary diagnostic tests. Comput Stat Data Anal. 2012;56:1161–1173. doi: 10.1016/j.csda.2011.06.003
   Web of Science ®Google Scholar
• Vacek PM. The effect of conditional dependence on the evaluation of diagnostic tests. Biometrics. 1985;41:959–968. doi: 10.2307/2530967
   PubMed Web of Science ®Google Scholar
• May WL, Johnson WD. The validity and power of tests for equality of two correlated proportions. Stat Med. 1997;16:1081–1096. doi: 10.1002/(SICI)1097-0258(19970530)16:10<1081::AID-SIM521>3.0.CO;2-X
   PubMed Web of Science ®Google Scholar
• Fagerland MW, Lydersen S, Laake P. Recommended tests and confidence intervals for paired binomial proportions. Stat Med. 2014;33:2850–2875. doi: 10.1002/sim.6148
   PubMed Web of Science ®Google Scholar
• Rao CR. Large sample tests of statistical hypotheses concerning several parameters with applications to problems of estimation. Math Proc Cambridge Philos Soc. 1948;44:50–57. doi: 10.1017/S0305004100023987
   Web of Science ®Google Scholar
• Wald A. Tests of statistical hypotheses concerning several parameters when the number of observations is large. Trans Am Math Soc. 1943;54:426–482. doi: 10.1090/S0002-9947-1943-0012401-3
   Google Scholar
• Hamdan MA, Pirie WR, Arnold JC. Simultaneous testing of McNemar’s problem for several populations. Psychometrika. 1975;40:153–161. doi: 10.1007/BF02291562
   Web of Science ®Google Scholar
• Bonferroni CE. Teoria statistica delle classi e calcolo delle probabilità. Pubblicazioni del R Istituto Superiore di Scienze Economiche e Commerciali di Firenze. 1936;8:3–62.
   Google Scholar
• Holm S. A simple sequential rejective multiple testing procedure. Scand J Stat. 1979;6:65–70.
   Web of Science ®Google Scholar
• Lancaster HO. Significance tests in discrete distribution. J Am Stat Assoc. 1961;56:223–234. doi: 10.1080/01621459.1961.10482105
   Web of Science ®Google Scholar
• McNemar Q. Note on the sampling error of the differences between correlated proportions or percentages. Psychometrika. 1947;12:153–157. doi: 10.1007/BF02295996
   PubMed Web of Science ®Google Scholar
• Edwards AL. Note on the “correction for continuity” in testing the significance of the difference between correlated proportions. Psychometrika. 1948;13:185–187. doi: 10.1007/BF02289261
   PubMedGoogle Scholar
• Bennett BM, Underwood RE. On McNemar’s test for the 2×2 table and its power function. Biometrics. 1970;26:339–343. doi: 10.2307/2529083
   Web of Science ®Google Scholar
• Suissa S, Shuster JJ. The 2×2 matched-pairs trial: exact unconditional design and analysis. Biometrics. 1991;47:361–372. doi: 10.2307/2532131
   PubMed Web of Science ®Google Scholar
• Lu Y. A revised version of McNemar’s test for paired binary data. Commun Stat - Theory Methods. 2010;39:3525–3539. doi: 10.1080/03610920903289218
   Web of Science ®Google Scholar
• Lu Y. Considering the concordant observations in likelihood ratio test for paired binary data. Commun Stat - Theory Methods. 2011;40:4214–4232. doi: 10.1080/03610926.2010.508149
   Web of Science ®Google Scholar
• Price RM, Bonett DG. An improved confidence interval for a linear function of binomial proportions. Comput Stat Data Anal. 2004;45:449–456. doi: 10.1016/S0167-9473(03)00007-0
   Web of Science ®Google Scholar
• Martín-Andrés A, Álvarez-Hernández M. Two-tailed asymptotic inferences for a proportion. J Appl Stat. 2014;41:1516–1529. doi: 10.1080/02664763.2014.881783
   Web of Science ®Google Scholar
• Martín-Andrés A, Álvarez-Hernández M. Two-tailed approximate confidence intervals for the ratio of proportions. Stat Comput. 2014;24:65–75. doi: 10.1007/s11222-012-9353-5
   Web of Science ®Google Scholar
• Roldán-Nofuentes JA, Amro R. Approximate confidence intervals for the weighted kappa coefficient of a binary diagnostic test subject to a case-control design. J Stat Comput Simul. 2017;87:530–545. doi: 10.1080/00949655.2016.1218881
   Web of Science ®Google Scholar