Cargando…

Statistical analysis of Covid-19 mortality rate via probability distributions

Among other diseases, Covid 19 creates a critical situation around the world. Five layers have been recorded so far, resulting in the loss of millions of lives in different countries. The virus was thought to be contagious, so the government initially severely forced citizens to keep a distance from...

Descripción completa

Detalles Bibliográficos
Autores principales: Farooq, Muhammad, Ijaz, Muhammad, Atif, Muhammad, Abushal, Tahani, El-Morshedy, Mahmoud
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9612498/
https://www.ncbi.nlm.nih.gov/pubmed/36301849
http://dx.doi.org/10.1371/journal.pone.0274133
_version_ 1784819784541536256
author Farooq, Muhammad
Ijaz, Muhammad
Atif, Muhammad
Abushal, Tahani
El-Morshedy, Mahmoud
author_facet Farooq, Muhammad
Ijaz, Muhammad
Atif, Muhammad
Abushal, Tahani
El-Morshedy, Mahmoud
author_sort Farooq, Muhammad
collection PubMed
description Among other diseases, Covid 19 creates a critical situation around the world. Five layers have been recorded so far, resulting in the loss of millions of lives in different countries. The virus was thought to be contagious, so the government initially severely forced citizens to keep a distance from each other. Since then, several vaccines have been developed that play an important role in controlling mortality. In the case of Covid-19 mortality, the government should be forced to take significant steps in the form of lockdown, keeping you away or forcing citizens to vaccinate. In this paper, modeling of Covid-19 death rates is discussed via probability distributions. To delineate the performance of the best fitted model, the mortality rate of Pakistan and Afghanistan is considered. Numerical results conclude that the NFW model can be used to predict the mortality rate for Covid-19 patients more accurately than other probability models.
format Online
Article
Text
id pubmed-9612498
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-96124982022-10-28 Statistical analysis of Covid-19 mortality rate via probability distributions Farooq, Muhammad Ijaz, Muhammad Atif, Muhammad Abushal, Tahani El-Morshedy, Mahmoud PLoS One Research Article Among other diseases, Covid 19 creates a critical situation around the world. Five layers have been recorded so far, resulting in the loss of millions of lives in different countries. The virus was thought to be contagious, so the government initially severely forced citizens to keep a distance from each other. Since then, several vaccines have been developed that play an important role in controlling mortality. In the case of Covid-19 mortality, the government should be forced to take significant steps in the form of lockdown, keeping you away or forcing citizens to vaccinate. In this paper, modeling of Covid-19 death rates is discussed via probability distributions. To delineate the performance of the best fitted model, the mortality rate of Pakistan and Afghanistan is considered. Numerical results conclude that the NFW model can be used to predict the mortality rate for Covid-19 patients more accurately than other probability models. Public Library of Science 2022-10-27 /pmc/articles/PMC9612498/ /pubmed/36301849 http://dx.doi.org/10.1371/journal.pone.0274133 Text en © 2022 Farooq et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Farooq, Muhammad
Ijaz, Muhammad
Atif, Muhammad
Abushal, Tahani
El-Morshedy, Mahmoud
Statistical analysis of Covid-19 mortality rate via probability distributions
title Statistical analysis of Covid-19 mortality rate via probability distributions
title_full Statistical analysis of Covid-19 mortality rate via probability distributions
title_fullStr Statistical analysis of Covid-19 mortality rate via probability distributions
title_full_unstemmed Statistical analysis of Covid-19 mortality rate via probability distributions
title_short Statistical analysis of Covid-19 mortality rate via probability distributions
title_sort statistical analysis of covid-19 mortality rate via probability distributions
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9612498/
https://www.ncbi.nlm.nih.gov/pubmed/36301849
http://dx.doi.org/10.1371/journal.pone.0274133
work_keys_str_mv AT farooqmuhammad statisticalanalysisofcovid19mortalityrateviaprobabilitydistributions
AT ijazmuhammad statisticalanalysisofcovid19mortalityrateviaprobabilitydistributions
AT atifmuhammad statisticalanalysisofcovid19mortalityrateviaprobabilitydistributions
AT abushaltahani statisticalanalysisofcovid19mortalityrateviaprobabilitydistributions
AT elmorshedymahmoud statisticalanalysisofcovid19mortalityrateviaprobabilitydistributions