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The Extended Erlang-Truncated Exponential distribution: Properties and application to rainfall data
The Erlang-Truncated Exponential ETE distribution is modified and the new lifetime distribution is called the Extended Erlang-Truncated Exponential EETE distribution. Some statistical and reliability properties of the new distribution are given and the method of maximum likelihood estimate was propo...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5497395/ https://www.ncbi.nlm.nih.gov/pubmed/28706998 http://dx.doi.org/10.1016/j.heliyon.2017.e00296 |
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author | Okorie, I.E. Akpanta, A.C. Ohakwe, J. Chikezie, D.C. |
author_facet | Okorie, I.E. Akpanta, A.C. Ohakwe, J. Chikezie, D.C. |
author_sort | Okorie, I.E. |
collection | PubMed |
description | The Erlang-Truncated Exponential ETE distribution is modified and the new lifetime distribution is called the Extended Erlang-Truncated Exponential EETE distribution. Some statistical and reliability properties of the new distribution are given and the method of maximum likelihood estimate was proposed for estimating the model parameters. The usefulness and flexibility of the EETE distribution was illustrated with an uncensored data set and its fit was compared with that of the ETE and three other three-parameter distributions. Results based on the minimized log-likelihood ([Formula: see text]), Akaike information criterion (AIC), Bayesian information criterion (BIC) and the generalized Cramér–von Mises [Formula: see text] statistics shows that the EETE distribution provides a more reasonable fit than the one based on the other competing distributions. |
format | Online Article Text |
id | pubmed-5497395 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-54973952017-07-13 The Extended Erlang-Truncated Exponential distribution: Properties and application to rainfall data Okorie, I.E. Akpanta, A.C. Ohakwe, J. Chikezie, D.C. Heliyon Article The Erlang-Truncated Exponential ETE distribution is modified and the new lifetime distribution is called the Extended Erlang-Truncated Exponential EETE distribution. Some statistical and reliability properties of the new distribution are given and the method of maximum likelihood estimate was proposed for estimating the model parameters. The usefulness and flexibility of the EETE distribution was illustrated with an uncensored data set and its fit was compared with that of the ETE and three other three-parameter distributions. Results based on the minimized log-likelihood ([Formula: see text]), Akaike information criterion (AIC), Bayesian information criterion (BIC) and the generalized Cramér–von Mises [Formula: see text] statistics shows that the EETE distribution provides a more reasonable fit than the one based on the other competing distributions. Elsevier 2017-06-22 /pmc/articles/PMC5497395/ /pubmed/28706998 http://dx.doi.org/10.1016/j.heliyon.2017.e00296 Text en © 2017 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Okorie, I.E. Akpanta, A.C. Ohakwe, J. Chikezie, D.C. The Extended Erlang-Truncated Exponential distribution: Properties and application to rainfall data |
title | The Extended Erlang-Truncated Exponential distribution: Properties and application to rainfall data |
title_full | The Extended Erlang-Truncated Exponential distribution: Properties and application to rainfall data |
title_fullStr | The Extended Erlang-Truncated Exponential distribution: Properties and application to rainfall data |
title_full_unstemmed | The Extended Erlang-Truncated Exponential distribution: Properties and application to rainfall data |
title_short | The Extended Erlang-Truncated Exponential distribution: Properties and application to rainfall data |
title_sort | extended erlang-truncated exponential distribution: properties and application to rainfall data |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5497395/ https://www.ncbi.nlm.nih.gov/pubmed/28706998 http://dx.doi.org/10.1016/j.heliyon.2017.e00296 |
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