摘要 | 第1-8页 |
ABSTRACT | 第8-16页 |
Chapter 1 Research Background | 第16-28页 |
·Diagnostic test | 第16-17页 |
·Methods and indicators for the evaluation of diagnostic test | 第17-19页 |
·Sensitivity and specificity | 第19-21页 |
·ROC curve | 第21-23页 |
·Youden index | 第23-24页 |
·The hypothesis for Youden index | 第24-27页 |
·Current Research | 第27页 |
·Objective | 第27-28页 |
Chapter 2 Statistical Inference Method for Single Youden Index | 第28-47页 |
·Presence of the problems | 第28-31页 |
·Delta method | 第31-33页 |
·(1-α)·100%confidence interval and statistical inference method | 第33-34页 |
·Relative proof | 第34-36页 |
·Hypothesis Test for Single Youden Index | 第36-43页 |
·Real example | 第43-46页 |
·Conclusions | 第46-47页 |
Chapter 3 Statistical Inference Method for Paired Youden Index | 第47-79页 |
·Presence of the problems | 第47页 |
·Association of paired Youden index | 第47-48页 |
·Decomposition of the variance of the Youden index | 第48-50页 |
·Association between sensitivities(specificities)of different diagnostic test | 第50-54页 |
·Association between sensitivity and specificity of single diagnostic test | 第54-56页 |
·Association between sensitivity and specificity of different diagnostic tests | 第56页 |
·Covariance for Paired Youden Index | 第56-62页 |
·Estimation of the standard error of paired Youden index | 第62页 |
·(1-α)100% confidence interval for the deviation of paired Youden index | 第62页 |
·Establishing of the statistic | 第62-63页 |
·Relative proof | 第63-65页 |
·Power and type Ⅰ error | 第65-73页 |
·Real example | 第73-76页 |
·Discussion | 第76-77页 |
·Conclusions | 第77-79页 |
Chapter 4 Discussions and Conclusions | 第79-90页 |
·Statistical inference method for single Youden index | 第80-81页 |
·Estimation of the association and covariance of paired rates | 第81-83页 |
·Estimation of the covariances between sensitivities(specificities) | 第83-84页 |
·Statistical inference method for paired Youden index | 第84-85页 |
·The deficiency of the research | 第85-89页 |
·Conclusions | 第89-90页 |
References | 第90-92页 |
Appendix | 第92-93页 |
Publications during the graduate study | 第93-94页 |
致谢 | 第94-95页 |