Receiver operating characteristic studies and measurement errors

Biometrics

Volumn 53, Issue 3, 1997, Pages 823-837

  Coffin, Marie ^a   Sukhatme, Shashikala ^b  

^a CLEMSON UNIVERSITY   (United States)

^b Department of Statistics Center for Statistics and Applications in Forensic Evidence Iowa State University 2438 Osborn Dr Ames   (United States)

Author keywords

Kernel density estimation; Sensitivity; Specificity

Indexed keywords

DIAGNOSIS; INTELLIGENT SYSTEMS; MEASUREMENT ERRORS; MONTE CARLO METHODS;

CHARACTERISTIC MEASUREMENTS; CHARACTERISTICS STUDIES; FALSE POSITIVE; KERNEL DENSITY ESTIMATION; KERNEL ESTIMATES; RECEIVER OPERATING CHARACTERISTIC CURVES; RECEIVER OPERATING CHARACTERISTICS; SENSITIVITY; SPECIFICITY; TRUE POSITIVE;

SEPARATORS;

ANALYTICAL ERROR; ARTICLE; CASE CONTROL STUDY; LABORATORY DIAGNOSIS; OBSERVER VARIATION; PROBABILITY; RECEIVER OPERATING CHARACTERISTIC; SAMPLING; SIMULATION; STATISTICAL ANALYSIS; SYSTEM ANALYSIS; VARIANCE;

EID: 0030866323     PISSN: 0006341X     EISSN: None     Source Type: Journal    
DOI: 10.2307/2533545     Document Type: Article

References (25)

1. Bamber D. (1975). The area above the ordinal dominance graph and the area below the receiver operating characteristic graph. Journal of Mathematical Psychology 12, 387-415.
2. Begg, C. B. (1991). Advances in statistical methodology for diagnostic medicine in the 1980's. Statistics in Medicine 10, 1887-1895.
3. Begg, C. B. and Greene, R. A. (1983). Assessment of diagnostic tests when disease verification is subject to bias. Biometrics 39, 207-215.
4. Begg, C. B. and McNeil, B. (1988). Assessment of radiologic tests: Control of bias and other design considerations. Radiology 167, 565-569.
5. Berbaum, K. S., Dorfman, D. D., and Franken, E. A. (1989). Measuring observer performance by ROC analysis. Investigative Radiology 24, 228-233.
6. Carraccio, C., Blotney, K., and Fisher, M. C. (1995). Cerebrospinal fluid analysis in systematically ill children without central nervous system disease. Pediatrics 96, 48-51.
7. Chung, K. L. (1974). A Course in Probability Theory, 2nd edition. Orlando, Florida: Academic Press.
8. Clayton, B., Moncrieff, A., and Roberts, G. E. (1967). Dietetic treatment of phenylketonuria: A follow-up study. British Medical Journal 3, 133-136.
9. Coffin, M. and Sukhatme, S. (1995). A parametric approach to measurement errors in receiver operating characteristic studies. Lifetime Data Models in Reliability and Survival Analysis, 71-75. Boston: Kluwer.
10. Corduneanu, C. (1991). Integral Equations and Applications. Cambridge: Cambridge University Press.
11. Courant, R. and Hilbert, D. (1953). Methods of Mathematical Physics. New York: Interscience Publishers Inc.
12. DeLong, E. R., DeLong, D. M., and Clarke-Pearson, D. L. (1988). Comparing the areas under two or more correlated receiver operating characteristic curves: A nonparametric approach. Biometrics 44, 837-845.
13. Efron, B. (1982). The jackknife, the bootstrap and other resampling plans. SIAM Monograph 38.
14. Hanley, J. A. (1989). Receiver operating characteristic methodology: The state of the art. CRC Critical Reviews in Diagnostic Imaging 29, 307-335.
15. Healy, M. J. R. (1989). Measuring measuring errors. Statistics in Medicine 8, 893-906.
16. Murtaugh, P. A. (1995). ROC curves with multiple marker measurements. Biometrics 51, 1514-1522.
17. Quenouille, M. H. (1956). Notes on bias in estimation. Biometrika 43, 353-360.
18. Randles, R. H. and Wolfe, D. A. (1979). Introduction to the Theory of Nonparametric Statistics. New York: Wiley.
19. Rudin, W. (1976). Principles of Mathematical Analysis, 3rd edition. New York: McGraw-Hill.
20. Scott, D. W. (1992). Multivariate Density Estimation. New York: Wiley.
21. Shear, C. L., Burke, G. L., Freedman, D. S., Webber, L. S., and Berenson, G. S. (1987). Designation of children with high blood pressure - Considerations on percentile cut points and the subsequent high blood pressure: The Bugalusa heart-study. American Journal of Epidemiology 125, 73-84.
22. Silverman, B. W. (1986). Density Estimation for Statistics and Data Analysis. London: Chapman Hall.
23. Sukhatme S. and Beam, C. (1994). Stratification in nonparametric ROC studies. Biometrics 50, 149-163.
24. Swets, J. A. (1988). Measuring the accuracy of diagnostic systems. Science 240, 1285-1293.
25. Wand, M. P. and Jones, M. C. (1995). Kernel Smoothing. Monographs on Statistics and Applied Probability, Volume 60. New York: Chapman Hall.