Exponentiated power Maxwell distribution with quantile regression and applications

• Francisco A. Segovia ^[1] ; Yolanda M. Gómez ^[1] ; Diego I. Gallardo ^[1]
  1. [1] Universidad de Atacama

     Universidad de Atacama

     Copiapo, Chile

     
• Localización: Sort: Statistics and Operations Research Transactions, ISSN 1696-2281, Vol. 45, Nº. 2, 2021, págs. 181-200
• Idioma: inglés
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• Resumen

  • In this paper we introduce an extension of the power Maxwell distribution. We also discuss a reparametrized version of this model applied to quantile regression. Some properties of the model and estimation based on the maximum likelihood estimation method are studied. We also present a simulation study to assess the performance of estimators in such finite samples, and two applications to real data sets to illustrate the model. .