Cargando…

Statistical Modeling of the Seismic Moments via Mathai Distribution

Mathai’s pathway model is playing an increasingly prominent role in statistical distributions. As a generalization of a great variety of distributions, the pathway model allows the studying of several non-linear dynamics of complex systems. Here, we construct a model, called the Pareto–Mathai distri...

Descripción completa

Detalles Bibliográficos
Autores principales: Vega-Jorquera, Pedro, De la Barra, Erick, Torres, Héctor, Vásquez, Yerko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9141092/
https://www.ncbi.nlm.nih.gov/pubmed/35626578
http://dx.doi.org/10.3390/e24050695
_version_ 1784715260055257088
author Vega-Jorquera, Pedro
De la Barra, Erick
Torres, Héctor
Vásquez, Yerko
author_facet Vega-Jorquera, Pedro
De la Barra, Erick
Torres, Héctor
Vásquez, Yerko
author_sort Vega-Jorquera, Pedro
collection PubMed
description Mathai’s pathway model is playing an increasingly prominent role in statistical distributions. As a generalization of a great variety of distributions, the pathway model allows the studying of several non-linear dynamics of complex systems. Here, we construct a model, called the Pareto–Mathai distribution, using the fact that the earthquakes’ magnitudes of full catalogues are well-modeled by a Mathai distribution. The Pareto–Mathai distribution is used to study artificially induced microseisms in the mining industry. The fitting of a distribution for entire range of magnitudes allow us to calculate the completeness magnitude ([Formula: see text]). Mathematical properties of the new distribution are studied. In addition, applying this model to data recorded at a Chilean mine, the magnitude [Formula: see text] is estimated for several mine sectors and also the entire mine.
format Online
Article
Text
id pubmed-9141092
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-91410922022-05-28 Statistical Modeling of the Seismic Moments via Mathai Distribution Vega-Jorquera, Pedro De la Barra, Erick Torres, Héctor Vásquez, Yerko Entropy (Basel) Article Mathai’s pathway model is playing an increasingly prominent role in statistical distributions. As a generalization of a great variety of distributions, the pathway model allows the studying of several non-linear dynamics of complex systems. Here, we construct a model, called the Pareto–Mathai distribution, using the fact that the earthquakes’ magnitudes of full catalogues are well-modeled by a Mathai distribution. The Pareto–Mathai distribution is used to study artificially induced microseisms in the mining industry. The fitting of a distribution for entire range of magnitudes allow us to calculate the completeness magnitude ([Formula: see text]). Mathematical properties of the new distribution are studied. In addition, applying this model to data recorded at a Chilean mine, the magnitude [Formula: see text] is estimated for several mine sectors and also the entire mine. MDPI 2022-05-14 /pmc/articles/PMC9141092/ /pubmed/35626578 http://dx.doi.org/10.3390/e24050695 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Vega-Jorquera, Pedro
De la Barra, Erick
Torres, Héctor
Vásquez, Yerko
Statistical Modeling of the Seismic Moments via Mathai Distribution
title Statistical Modeling of the Seismic Moments via Mathai Distribution
title_full Statistical Modeling of the Seismic Moments via Mathai Distribution
title_fullStr Statistical Modeling of the Seismic Moments via Mathai Distribution
title_full_unstemmed Statistical Modeling of the Seismic Moments via Mathai Distribution
title_short Statistical Modeling of the Seismic Moments via Mathai Distribution
title_sort statistical modeling of the seismic moments via mathai distribution
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9141092/
https://www.ncbi.nlm.nih.gov/pubmed/35626578
http://dx.doi.org/10.3390/e24050695
work_keys_str_mv AT vegajorquerapedro statisticalmodelingoftheseismicmomentsviamathaidistribution
AT delabarraerick statisticalmodelingoftheseismicmomentsviamathaidistribution
AT torreshector statisticalmodelingoftheseismicmomentsviamathaidistribution
AT vasquezyerko statisticalmodelingoftheseismicmomentsviamathaidistribution