A novel family of lifetime distribution with applications to real and simulated data
<p>The paper investigates a new scheme for generating lifetime probability distributions. The scheme is called Exponential- H family of distribution. The paper presents an application of this family by using the Weibull distribution, the new distribution is then called New Flexible Exponential...
محفوظ في:
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| مؤلفون آخرون: | , |
| منشور في: |
2020
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إضافة وسم
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| _version_ | 1864513512868413440 |
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| author | Muhammad Ijaz (677144) |
| author2 | Wali Khan Mashwani (9449980) Samir Brahim Belhaouari (9427347) |
| author2_role | author author |
| author_facet | Muhammad Ijaz (677144) Wali Khan Mashwani (9449980) Samir Brahim Belhaouari (9427347) |
| author_role | author |
| dc.creator.none.fl_str_mv | Muhammad Ijaz (677144) Wali Khan Mashwani (9449980) Samir Brahim Belhaouari (9427347) |
| dc.date.none.fl_str_mv | 2020-10-01T03:00:00Z |
| dc.identifier.none.fl_str_mv | 10.1371/journal.pone.0238746 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/journal_contribution/A_novel_family_of_lifetime_distribution_with_applications_to_real_and_simulated_data/25957996 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Economics Econometrics Mathematical sciences Applied mathematics Statistics Scheme Lifetime probability distributions Exponential-H family of distribution Weibull distribution Statistical properties Exponential distribution New Flexible Exponential distribution (NFE) |
| dc.title.none.fl_str_mv | A novel family of lifetime distribution with applications to real and simulated data |
| dc.type.none.fl_str_mv | Text Journal contribution info:eu-repo/semantics/publishedVersion text contribution to journal |
| description | <p>The paper investigates a new scheme for generating lifetime probability distributions. The scheme is called Exponential- H family of distribution. The paper presents an application of this family by using the Weibull distribution, the new distribution is then called New Flexible Exponential distribution or in short NFE. Various statistical properties are derived, such as quantile function, order statistics, moments, etc. Two real-life data sets and a simulation study have been performed so that to assure the flexibility of the proposed model. It has been declared that the proposed distribution offers nice results than Exponential, Weibull Exponential, and Exponentiated Exponential distribution.</p><h2>Other Information</h2> <p> Published in: PLOS ONE<br> License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1371/journal.pone.0238746" target="_blank">https://dx.doi.org/10.1371/journal.pone.0238746</a></p> |
| eu_rights_str_mv | openAccess |
| id | Manara2_62dfdc04df99c929ae0dfd8198b0f3ef |
| identifier_str_mv | 10.1371/journal.pone.0238746 |
| network_acronym_str | Manara2 |
| network_name_str | Manara2 |
| oai_identifier_str | oai:figshare.com:article/25957996 |
| publishDate | 2020 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | A novel family of lifetime distribution with applications to real and simulated dataMuhammad Ijaz (677144)Wali Khan Mashwani (9449980)Samir Brahim Belhaouari (9427347)EconomicsEconometricsMathematical sciencesApplied mathematicsStatisticsSchemeLifetime probability distributionsExponential-H family of distributionWeibull distributionStatistical propertiesExponential distributionNew Flexible Exponential distribution (NFE)<p>The paper investigates a new scheme for generating lifetime probability distributions. The scheme is called Exponential- H family of distribution. The paper presents an application of this family by using the Weibull distribution, the new distribution is then called New Flexible Exponential distribution or in short NFE. Various statistical properties are derived, such as quantile function, order statistics, moments, etc. Two real-life data sets and a simulation study have been performed so that to assure the flexibility of the proposed model. It has been declared that the proposed distribution offers nice results than Exponential, Weibull Exponential, and Exponentiated Exponential distribution.</p><h2>Other Information</h2> <p> Published in: PLOS ONE<br> License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1371/journal.pone.0238746" target="_blank">https://dx.doi.org/10.1371/journal.pone.0238746</a></p>2020-10-01T03:00:00ZTextJournal contributioninfo:eu-repo/semantics/publishedVersiontextcontribution to journal10.1371/journal.pone.0238746https://figshare.com/articles/journal_contribution/A_novel_family_of_lifetime_distribution_with_applications_to_real_and_simulated_data/25957996CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/259579962020-10-01T03:00:00Z |
| spellingShingle | A novel family of lifetime distribution with applications to real and simulated data Muhammad Ijaz (677144) Economics Econometrics Mathematical sciences Applied mathematics Statistics Scheme Lifetime probability distributions Exponential-H family of distribution Weibull distribution Statistical properties Exponential distribution New Flexible Exponential distribution (NFE) |
| status_str | publishedVersion |
| title | A novel family of lifetime distribution with applications to real and simulated data |
| title_full | A novel family of lifetime distribution with applications to real and simulated data |
| title_fullStr | A novel family of lifetime distribution with applications to real and simulated data |
| title_full_unstemmed | A novel family of lifetime distribution with applications to real and simulated data |
| title_short | A novel family of lifetime distribution with applications to real and simulated data |
| title_sort | A novel family of lifetime distribution with applications to real and simulated data |
| topic | Economics Econometrics Mathematical sciences Applied mathematics Statistics Scheme Lifetime probability distributions Exponential-H family of distribution Weibull distribution Statistical properties Exponential distribution New Flexible Exponential distribution (NFE) |