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Interval Estimation and Inferential Procedures for the Measures of Hybrid ROC (HROC) Curve

Author

Listed:
  • Balaswamy S

    (Department of Statistics, Indira Gandhi National Tribal University, India)

  • Vishnu Vardhan R

    (Department of Statistics, Podicherry University, India)

Abstract

Receiver Operating Characteristic (ROC) Curve is used to classify the individuals into one of the two populations, which underlie a particular distribution. In real life scenario, we come across situations where two populations will follow different distributions. Taking this into consideration, the ROC Curve was proposed using Half Normal and Exponential distributions for normal and abnormal populations respectively; hence named as Hybrid ROC (HROC) Curve.

Suggested Citation

  • Balaswamy S & Vishnu Vardhan R, 2017. "Interval Estimation and Inferential Procedures for the Measures of Hybrid ROC (HROC) Curve," Biostatistics and Biometrics Open Access Journal, Juniper Publishers Inc., vol. 3(4), pages 91-100, October.
    • Handle: RePEc:adp:jbboaj:v:3:y:2017:i:4:p:91-100
    DOI: 10.19080/BBOAJ.2017.03.555616
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