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THE ROC CURVE MODEL FROM GENERALIZED-EXPONENTIAL DISTRIBUTION


Article Information

Title: THE ROC CURVE MODEL FROM GENERALIZED-EXPONENTIAL DISTRIBUTION

Authors: Ehtesham Hussain

Journal: Pakistan Journal of Statistics and Operation Research

HEC Recognition History
Category From To
Y 2020-07-01 2021-06-30

Publisher: Asiatic Region

Country: Pakistan

Year: 2011

Volume: 7

Issue: 2

Language: English

DOI: 10.18187/pjsor.v7i2.181

Keywords: MLEROC curveGeneralized-Exponential Distributionequivalence test statisticexact confidence interval

Categories

Abstract

In biomedical studies often yield continuously positively skewed (non- normal) distributed data. In this regard Generalized-Exponential Distribution is suggested for analyzing such data. In this paper the parametric equation of  the Receiving Operating Characteristic (ROC) curve model is established under the assumptions of bi-distributional population based on pair of Generalized-Exponential Distributions. Also its maximum likelihood estimator MLE, sampling distribution , equivalence test statistic and exact confidence interval are derived.  


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