Lifetime distributions transformation: On the DUS-exponentiated gamma distribution with application

نوع المستند : أبحاث علمية

المؤلف

Department of Statistics - Faculty of Commerce - Al-Azhar University -Quantitative Analysis - College of Business Administration – King Saud University

المستخلص

Abstract
Recent research has increasingly concentrated on the transformation of lifetime distributions employing the Dinesh–Umesh–Sanjay (DUS) technique. This study presents an innovative model that is based on the exponentiation of the DUS transformation, resulting in a distribution derived from the exponentiated gamma (EG) distribution. We conducted a rigorous examination of the statistical properties of the DUS-EG distribution. Utilizing the maximum likelihood estimation approach, we estimated the model parameters and performed a simulation study to evaluate the efficacy of the estimators. The proposed model was validated through a comprehensive analysis of empirical data.

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