CONSTRUCTION AND COMPARISON OF 2 RECEIVER OPERATING CHARACTERISTIC CURVES DERIVED FROM THE SAME SAMPLES

被引：7

作者：

LE, CT ^{[1
]}

LINDGREN, BR ^{[1
]}

机构：

[1] UNIV MINNESOTA,SCH PUBL HLTH,DIV BIOSTAT,MINNEAPOLIS,MN

来源：

BIOMETRICAL JOURNAL | 1995年 / 37卷 / 07期

关键词：

RECEIVER OPERATING CHARACTERISTIC (ROC) CURVE; STATISTICAL COMPARISON;

D O I：

10.1002/bimj.4710370709

中图分类号：

Q [生物科学];

学科分类号：

07 ; 0710 ; 09 ;

摘要：

Receiver operating characteristic (ROC) curves are used to describe the performance of diagnostic procedures. This paper proposes a simple method for the statistical comparison of two ROC curves derived from the same set of patients and the same set of healthy subjects. Generalization to studies involving more than two screening factors is straightforward. This method does not require the calculation of variances of the areas or difference of areas under the curves.

引用

页码：869 / 877

页数：9

共 6 条

[1]

Bamber D., The area above the ordinal dominance graph and the area below the receiver operating graph, J. Math. Psychol., 12, pp. 387-415, (1975)

[2]

Delong E.R., Delong D.M., Clarke-Pearson D.L., Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach, Biometrics, 44, pp. 837-845, (1988)

[3]

Hanley J.A., McNeil B.J., The meaning and use of the area under a receiver operating characteristic (ROC) curve, Radiology, 143, pp. 29-36, (1982)

[4]

Hanley J.A., McNeil B.J., Method for comparing the area under the ROC curves derived from the same cases, Radiology, 148, (1983)

[5]

Le C.T., Lindgren B.R.

[6]

Sen P.K., On some convergence properties of U‐statistics, Calcutta Statist. Assoc. Bull., 10, pp. 1-18, (1960)

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