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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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 |
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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 |
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