Exponentiated power Maxwell distribution with quantile regression and applications
Vol. 45 No. 2 (2021), Articles
Vol. 45 No. 2 (2021)

Exponentiated power Maxwell distribution with quantile regression and applications

Articles
https://doi.org/10.2436/20.8080.02.115
  • Diego I. Gallardo
  • Yolanda M. Gómez
  • Francisco A. Segovia
Diego I. Gallardo
https://orcid.org/0000-0001-8184-7403
Yolanda M. Gómez
https://orcid.org/0000-0002-8092-9666
Francisco A. Segovia
https://orcid.org/0000-0001-7038-065X
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Gallardo, Diego I. et al. “Exponentiated power Maxwell distribution with quantile regression and applications”. SORT-Statistics and Operations Research Transactions, vol.VOL 45, no. 2, pp. 181-00, doi:10.2436/20.8080.02.115.


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Abstract

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.

Keywords

  • Maxwell distribution
  • exponentiated distributions
  • maximum likelihood
  • quantile regression
https://doi.org/10.2436/20.8080.02.115
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From February 2013 articles are under a Creative Commons license: CC BY-NC-ND You must attribute the work in the manner specified by the author or licensor (but not in any way that suggests that they endorse you or your use of the work), you may not use the work for commercial purposes and you may not alter, transform, or build upon the work.