References
- Metz CE. Basic principles of ROC analysis. In: Seminars in Nuclear Medicine; Vol. 8; Elsevier; 1978. p. 283–298.
- Obuchowski NA, Bullen JA. Receiver operating characteristic (ROC) curves: review of methods with applications in diagnostic medicine. Phys Med Biol. 2018;63(7):07TR01.
- Zhou X, Obuchowski N, DK M. Statistical methods in diagnostic medicine. 2nd ed. Wiley; 2014. (Wiley series in probability and statistics).
- DeLong ER, DeLong DM, Clarke-Pearson DL. Comparing the areas under two or more correlated receiver operating characteristic curves: A nonparametric approach. J Biom. 1988;44:837–845.
- Obuchowski NA. Nonparametric analysis of clustered ROC curve data. Biometrics. 1997;53(2):567–578.
- Li G, Zhou K. A unified approach to nonparametric comparison of receiver operating characteristic curves for longitudinal and clustered data. J Amer Stat Assoc. 2008;103(482):705–713.
- Hoffman EB, Sen PK, Weinberg CR. Within-cluster resampling. Biometrika. 2001;88(4):1121–1134.
- Zeger SL, Liang KY. Longitudinal data analysis for discrete and continuous outcomes. Biometrics. 1986;42(1):121–130.
- Follmann D, Proschan M, Leifer E. Multiple outputation: inference for complex clustered data by averaging analyses from independent data. Biometrics. 2003;59(2):420–429.
- Chen Z, Xie Y. Marginal analysis of measurement agreement among multiple raters with non-ignorable missing ratings. Stat Interface. 2014;7(1):113–120.
- Pullenayegum EM. Multiple outputation for the analysis of longitudinal data subject to irregular observation. Stat Med. 2016;35(11):1800–1818.
- Rosner B, Glynn RJ, Ting Lee ML. Incorporation of clustering effects for the Wilcoxon rank sum test: A large-sample approach. Biometrics. 2003;59(4):1089–1098.
- Datta S, Satten GA. Rank-sum tests for clustered data. J Amer Stat Assoc. 2005;100(471):908–915.
- Jiang LH. Bayesian hierarchical modelling of glaucomatous visual field data [unpublished doctoral dissertation]. Dept of Biostatistics, University of California Los Angeles; 2005.
- Van Der Vaart AW, Wellner JA. Weak convergence and empirical processes: With applications to statistics. Springer; 1996. (Springer Series in Statistics).