A review of recent advances in empirical likelihood
Empirical likelihood is widely used in many statistical problems. In this article, we provide a
review of the empirical likelihood method, due to its significant development in recent years …
review of the empirical likelihood method, due to its significant development in recent years …
Two-way partial AUC and its properties
Simultaneous control on true positive rate and false positive rate is of significant importance
in the performance evaluation of diagnostic tests. Most of the established literature utilizes …
in the performance evaluation of diagnostic tests. Most of the established literature utilizes …
Statistical inference for the partial area under ROC curve for the lower truncated proportional hazard rate models based on progressive Type-II censoring
This paper considers inference on the partial area under the receiver operating
characteristic curve based on two independent progressively Type-II censored samples from …
characteristic curve based on two independent progressively Type-II censored samples from …
Empirical likelihood confidence interval for sensitivity to the early disease stage
Disease status can naturally be classified into three or more ordinal stages rather than just
being binary stages. Many works have been done for the estimation and inference …
being binary stages. Many works have been done for the estimation and inference …
A unified Bayesian framework for exact inference of area under the receiver operating characteristic curve
R Lin, KCG Chan, H Shi - Statistical methods in medical …, 2021 - journals.sagepub.com
The area under the receiver operating characteristic curve is a widely used measure for
evaluating the performance of a diagnostic test. Common approaches for inference on area …
evaluating the performance of a diagnostic test. Common approaches for inference on area …
Considerations on the region of interest in the ROC space
Receiver Operating Characteristic curves have been widely used to represent the
performance of diagnostic tests. The corresponding area under the curve, widely used to …
performance of diagnostic tests. The corresponding area under the curve, widely used to …
Estimating weighted areas under the ROC curve
A Maurer, M Pontil - Advances in Neural Information …, 2020 - proceedings.neurips.cc
Exponential bounds on the estimation error are given for the plug-in estimator of weighted
areas under the ROC curve. The bounds hold for single score functions and uniformly over …
areas under the ROC curve. The bounds hold for single score functions and uniformly over …
Jackknife empirical likelihood inference for the Pietra ratio
Abstract The Pietra ratio (Pietra index) is also known as the Robin Hood index or Schutz
coefficient (Ricci–Schutz index). It is a measure of statistical heterogeneity in positive …
coefficient (Ricci–Schutz index). It is a measure of statistical heterogeneity in positive …
Simultaneous inference for partial areas under receiver operating curves—with a view towards efficiency
M Wechsung, F Konietschke - Journal of Statistical Planning and Inference, 2023 - Elsevier
We propose new simultaneous inference methods for diagnostic trials with elaborate
factorial designs. Instead of the commonly used total area under the receiver operating …
factorial designs. Instead of the commonly used total area under the receiver operating …
Statistical inference on trimmed means, Lorenz curves, and partial area under ROC curves by empirical likelihood method
Y Zhao - 2016 - uknowledge.uky.edu
Traditionally the inference on trimmed means, Lorenz Curves, and partial AUC (pAUC)
under ROC curves have been done based on the asymptotic normality of the statistics …
under ROC curves have been done based on the asymptotic normality of the statistics …