A new flexible Weibull extension model: Different estimation methods and modeling an extreme value data
The word extreme events refer to unnatural or undesirable events. Due to the general destructive effects on society and scientific problems in various applied fields, the study of extreme events is an important subject for researchers. Many real-life phenomena exhibit clusters of extreme observation...
Saved in:
Published in | Heliyon Vol. 9; no. 11; p. e21704 |
---|---|
Main Authors | , , , , , |
Format | Journal Article |
Language | English |
Published |
Elsevier Ltd
01.11.2023
Elsevier |
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | The word extreme events refer to unnatural or undesirable events. Due to the general destructive effects on society and scientific problems in various applied fields, the study of extreme events is an important subject for researchers. Many real-life phenomena exhibit clusters of extreme observations that cannot be adequately predicted and modeled by the traditional distributions. Therefore, we need new flexible probability distributions that are useful in modeling extreme-value data in various fields such as the financial sector, telecommunications, hydrology, engineering, and meteorology. In this piece of research work, a new flexible probability distribution is introduced, which is attained by joining together the flexible Weibull distribution with the weighted T-X strategy. The new model is named a new flexible Weibull extension distribution. The distributional properties of the new model are derived. Furthermore, some frequently implemented estimation approaches are considered to obtain the estimators of the new flexible Weibull extension model. Finally, we demonstrate the utility of the new flexible Weibull extension distribution by analyzing an extreme value data set. |
---|---|
AbstractList | The word extreme events refer to unnatural or undesirable events. Due to the general destructive effects on society and scientific problems in various applied fields, the study of extreme events is an important subject for researchers. Many real-life phenomena exhibit clusters of extreme observations that cannot be adequately predicted and modeled by the traditional distributions. Therefore, we need new flexible probability distributions that are useful in modeling extreme-value data in various fields such as the financial sector, telecommunications, hydrology, engineering, and meteorology. In this piece of research work, a new flexible probability distribution is introduced, which is attained by joining together the flexible Weibull distribution with the weighted T-X strategy. The new model is named a new flexible Weibull extension distribution. The distributional properties of the new model are derived. Furthermore, some frequently implemented estimation approaches are considered to obtain the estimators of the new flexible Weibull extension model. Finally, we demonstrate the utility of the new flexible Weibull extension distribution by analyzing an extreme value data set. |
ArticleNumber | e21704 |
Author | Odhah, Omalsad Hamood El-Bagoury, Abd al-Aziz Hosni Khosa, Saima K. Alshanbari, Huda M. Al-Mofleh, Hazem Ahmad, Zubair |
Author_xml | – sequence: 1 givenname: Huda M. surname: Alshanbari fullname: Alshanbari, Huda M. email: hmalshanbari@pnu.edu.sa organization: Department of Mathematical Sciences, College of Science, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh 11671, Saudi Arabia – sequence: 2 givenname: Omalsad Hamood surname: Odhah fullname: Odhah, Omalsad Hamood email: ohodhah@pnu.edu.sa organization: Department of Mathematical Sciences, College of Science, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh 11671, Saudi Arabia – sequence: 3 givenname: Hazem surname: Al-Mofleh fullname: Al-Mofleh, Hazem email: almof1hm@ttu.edu.jo, halmofleh@eureka.edu organization: Division of Science and Mathematics, Eureka College, Eureka, IL 61530, USA – sequence: 4 givenname: Zubair orcidid: 0000-0003-3782-4081 surname: Ahmad fullname: Ahmad, Zubair email: z.ferry21@gmail.com organization: Department of Statistics, Quaid-i-Azam University, Islamabad 44000, Pakistan – sequence: 5 givenname: Saima K. surname: Khosa fullname: Khosa, Saima K. email: skk807@mail.usask.ca organization: Department of Mathematics and Statistics, University of Saskatchewan, Saskatoon, SK, Canada – sequence: 6 givenname: Abd al-Aziz Hosni surname: El-Bagoury fullname: El-Bagoury, Abd al-Aziz Hosni email: azizhel2013@yahoo.com organization: Basic Sciences Department, Higher Institute of Engineering and Technology, EL-Mahala EL-Kobra, Egypt |
BookMark | eNqFUcluHCEURJEtxbH9CZE45jITaJamc4ksZ7NkKRdbOSIaHmNGDDjAePn7MG4ryi0noKiqt9Q7dJRyAoTeU7KmhMqP2_UdxPCc03ogA1vDQEfC36CTgROxUpyTo3_ub9F5rVtCCBVKTiM7QZsLnOAR-whPYY6Af0GY9zFieGqQasgJ77KD-Al_Cd5DgdQw1BZ2pr38QbvLrmKT3MILadMfB3WBHeAHE_eAnWnmDB17Eyucv56n6Pbb15vLH6vrn9-vLi-uV5YL0VZMeetHJckMYBiXVnA2gJrsTDw14wQz4V4JSkY-kWHk1BDhFUzWdxisY6foavF12Wz1femdlmedTdAvQC4bbUoLNoKmjHGmOIxEzFwOcnJMiUkS6xxII-fu9WHxui_5976PrXehWojRJMj7qgc1ib5symWnioVqS661gP9bmhJ9yElv9WtO-pCTXnLqus-LDvpOHgIUXW2AZMGFArb1psN_HP4AnqCgtw |
CitedBy_id | crossref_primary_10_1016_j_aej_2024_01_068 crossref_primary_10_1016_j_aej_2024_05_059 crossref_primary_10_1016_j_aej_2024_05_114 |
Cites_doi | 10.1016/j.advwatres.2023.104388 10.2991/jsta.d.200421.001 10.1111/j.2517-6161.1983.tb01268.x 10.3390/sym13030474 10.1080/01621459.1954.10501232 10.1371/journal.pone.0264229 10.1016/j.insmatheco.2017.10.007 10.3389/feart.2022.928348 10.1080/00949658808811068 10.1016/j.microrel.2022.114769 10.1007/s40300-013-0007-y 10.1007/s00180-012-0367-4 10.1017/asb.2015.15 10.3390/axioms11080386 10.3390/math10111792 10.1016/j.csda.2005.09.011 10.1134/S1995080222010218 10.1080/00401706.1959.10489870 10.3390/atmos12101336 10.1016/j.ress.2012.10.018 10.1016/j.ress.2019.106630 10.1111/j.2517-6161.1971.tb00884.x 10.1109/IRE-PGRQC.1958.5007164 10.1016/j.ress.2006.03.004 10.1016/j.cam.2017.12.001 |
ContentType | Journal Article |
Copyright | 2023 The Authors |
Copyright_xml | – notice: 2023 The Authors |
DBID | 6I. AAFTH AAYXX CITATION 7X8 DOA |
DOI | 10.1016/j.heliyon.2023.e21704 |
DatabaseName | ScienceDirect Open Access Titles Elsevier:ScienceDirect:Open Access CrossRef MEDLINE - Academic DOAJ Directory of Open Access Journals |
DatabaseTitle | CrossRef MEDLINE - Academic |
DatabaseTitleList | MEDLINE - Academic |
Database_xml | – sequence: 1 dbid: DOA name: DOAJ Directory of Open Access Journals url: https://www.doaj.org/ sourceTypes: Open Website |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Medicine |
EISSN | 2405-8440 |
EndPage | e21704 |
ExternalDocumentID | oai_doaj_org_article_1334384e705b46269d385960cdde6a6b 10_1016_j_heliyon_2023_e21704 S2405844023089120 |
GroupedDBID | 0R~ 0SF 457 53G 5VS 6I. AACTN AAEDW AAFTH AAFWJ AALRI ABMAC ACGFS ACLIJ ADBBV ADEZE ADVLN AEXQZ AFPKN AFTJW AGHFR AITUG AKRWK ALMA_UNASSIGNED_HOLDINGS AMRAJ AOIJS BAWUL BCNDV DIK EBS EJD FDB GROUPED_DOAJ HYE IPNFZ KQ8 M~E NCXOZ O9- OK1 RIG ROL RPM SSZ AAYXX AFJKZ CITATION 7X8 |
ID | FETCH-LOGICAL-c455t-38fcf7860beea346c5432e89cb0f1a79eb04f851074902741a05f8e9cf4f8ecd3 |
IEDL.DBID | DOA |
ISSN | 2405-8440 |
IngestDate | Tue Oct 22 15:06:20 EDT 2024 Wed Jul 24 14:15:17 EDT 2024 Thu Sep 26 20:29:45 EDT 2024 Sat Aug 31 16:03:01 EDT 2024 |
IsDoiOpenAccess | true |
IsOpenAccess | true |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 11 |
Keywords | Extreme value theory Flexible Weibull extension distribution Flood data Estimation Distributional properties |
Language | English |
License | This is an open access article under the CC BY license. |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c455t-38fcf7860beea346c5432e89cb0f1a79eb04f851074902741a05f8e9cf4f8ecd3 |
Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
ORCID | 0000-0003-3782-4081 |
OpenAccessLink | https://doaj.org/article/1334384e705b46269d385960cdde6a6b |
PQID | 2895704146 |
PQPubID | 23479 |
ParticipantIDs | doaj_primary_oai_doaj_org_article_1334384e705b46269d385960cdde6a6b proquest_miscellaneous_2895704146 crossref_primary_10_1016_j_heliyon_2023_e21704 elsevier_sciencedirect_doi_10_1016_j_heliyon_2023_e21704 |
PublicationCentury | 2000 |
PublicationDate | November 2023 2023-11-00 20231101 2023-11-01 |
PublicationDateYYYYMMDD | 2023-11-01 |
PublicationDate_xml | – month: 11 year: 2023 text: November 2023 |
PublicationDecade | 2020 |
PublicationTitle | Heliyon |
PublicationYear | 2023 |
Publisher | Elsevier Ltd Elsevier |
Publisher_xml | – name: Elsevier Ltd – name: Elsevier |
References | Almalki, Yuan (br0060) 2013; 111 Ahmad, Almaspoor, Khan, El-Morshedy (br0140) 2022; 10 Al-Babtain, Elbatal, Al-Mofleh, Gemeay, Afify, Sarg (br0200) 2021; 13 Punzo, Bagnato, Maruotti (br0100) 2018; 81 Abubakari, Kandza-Tadi, Moyo (br0150) 2021; 7 Chaito, Khamkong (br0020) 2021; 42 Rotondi, Varini (br0030) 2022; 10 Luceño (br0250) 2006; 51 Kao (br0280) 1959; 1 Nassar, Afify, Dey, Kumar (br0210) 2018; 336 Swain, Venkatraman, Wilson (br0220) 1988; 29 Bagnato, Punzo (br0110) 2013; 28 Prataviera (br0160) 2021; 40 Verbelen, Gong, Antonio, Badescu, Lin (br0120) 2015; 45 Ahmad, Mahmoudi, Dey, Khosa (br0180) 2020; 19 Ling, Hu (br0080) 2020; 193 Cheng, Amin (br0230) 1983; 45 Alzaatreh, Lee, Famoye (br0190) 2013; 71 Kao (br0270) 1958; 13 Klakattawi (br0050) 2022; 17 Macdonald (br0240) 1971; 33 Bebbington, Lai, Zitikis (br0130) 2007; 92 Kohout (br0070) 2022; 137 Marra, Amponsah, Papalexiou (br0090) 2023; 173 Park, Park, Choi (br0170) 2016; 23 Zare, Schumann, Teferle, Mansorian (br0010) 2021; 12 Anderson, Darling (br0260) 1954; 49 Mohamed, Tolba, Almetwally, Ramadan (br0040) 2022; 11 Ling (10.1016/j.heliyon.2023.e21704_br0080) 2020; 193 Kohout (10.1016/j.heliyon.2023.e21704_br0070) 2022; 137 Prataviera (10.1016/j.heliyon.2023.e21704_br0160) 2021; 40 Punzo (10.1016/j.heliyon.2023.e21704_br0100) 2018; 81 Klakattawi (10.1016/j.heliyon.2023.e21704_br0050) 2022; 17 Nassar (10.1016/j.heliyon.2023.e21704_br0210) 2018; 336 Alzaatreh (10.1016/j.heliyon.2023.e21704_br0190) 2013; 71 Park (10.1016/j.heliyon.2023.e21704_br0170) 2016; 23 Ahmad (10.1016/j.heliyon.2023.e21704_br0180) 2020; 19 Bagnato (10.1016/j.heliyon.2023.e21704_br0110) 2013; 28 Kao (10.1016/j.heliyon.2023.e21704_br0270) 1958; 13 Verbelen (10.1016/j.heliyon.2023.e21704_br0120) 2015; 45 Bebbington (10.1016/j.heliyon.2023.e21704_br0130) 2007; 92 Anderson (10.1016/j.heliyon.2023.e21704_br0260) 1954; 49 Kao (10.1016/j.heliyon.2023.e21704_br0280) 1959; 1 Almalki (10.1016/j.heliyon.2023.e21704_br0060) 2013; 111 Luceño (10.1016/j.heliyon.2023.e21704_br0250) 2006; 51 Mohamed (10.1016/j.heliyon.2023.e21704_br0040) 2022; 11 Al-Babtain (10.1016/j.heliyon.2023.e21704_br0200) 2021; 13 Ahmad (10.1016/j.heliyon.2023.e21704_br0140) 2022; 10 Chaito (10.1016/j.heliyon.2023.e21704_br0020) 2021; 42 Marra (10.1016/j.heliyon.2023.e21704_br0090) 2023; 173 Rotondi (10.1016/j.heliyon.2023.e21704_br0030) 2022; 10 Abubakari (10.1016/j.heliyon.2023.e21704_br0150) 2021; 7 Swain (10.1016/j.heliyon.2023.e21704_br0220) 1988; 29 Macdonald (10.1016/j.heliyon.2023.e21704_br0240) 1971; 33 Zare (10.1016/j.heliyon.2023.e21704_br0010) 2021; 12 Cheng (10.1016/j.heliyon.2023.e21704_br0230) 1983; 45 |
References_xml | – volume: 42 start-page: 3253 year: 2021 end-page: 3265 ident: br0020 article-title: The length–biased Weibull–Rayleigh distribution for application to hydrological data publication-title: Lobachevskii J. Math. contributor: fullname: Khamkong – volume: 1 start-page: 389 year: 1959 end-page: 407 ident: br0280 article-title: A graphical estimation of mixed Weibull parameters in life testing electron tube publication-title: Technometrics contributor: fullname: Kao – volume: 45 start-page: 729 year: 2015 end-page: 758 ident: br0120 article-title: Fitting mixtures of Erlangs to censored and truncated data using the EM algorithm publication-title: ASTIN Bull. contributor: fullname: Lin – volume: 7 start-page: 1 year: 2021 end-page: 29 ident: br0150 article-title: Modified beta inverse flexible Weibull extension distribution publication-title: Ann. Data Sci. contributor: fullname: Moyo – volume: 12 start-page: 1336 year: 2021 ident: br0010 article-title: Generating flood hazard maps based on an innovative spatial interpolation methodology for precipitation publication-title: Atmosphere contributor: fullname: Mansorian – volume: 336 start-page: 439 year: 2018 end-page: 457 ident: br0210 article-title: A new extension of Weibull distribution: properties and different methods of estimation publication-title: J. Comput. Appl. Math. contributor: fullname: Kumar – volume: 71 start-page: 63 year: 2013 end-page: 79 ident: br0190 article-title: A new method for generating families of continuous distributions publication-title: Metron contributor: fullname: Famoye – volume: 45 start-page: 394 year: 1983 end-page: 403 ident: br0230 article-title: Estimating parameters in continuous univariate distributions with a shifted origin publication-title: J. R. Stat. Soc., Ser. B, Methodol. contributor: fullname: Amin – volume: 137 year: 2022 ident: br0070 article-title: Three-parameter Weibull distribution with upper limit applicable in reliability studies and materials testing publication-title: Microelectron. Reliab. contributor: fullname: Kohout – volume: 51 start-page: 904 year: 2006 end-page: 917 ident: br0250 article-title: Fitting the generalized Pareto distribution to data using maximum goodness-of-fit estimators publication-title: Comput. Stat. Data Anal. contributor: fullname: Luceño – volume: 28 start-page: 1571 year: 2013 end-page: 1597 ident: br0110 article-title: Finite mixtures of unimodal beta and gamma densities and the-bumps algorithm publication-title: Comput. Stat. contributor: fullname: Punzo – volume: 40 start-page: 1 year: 2021 end-page: 19 ident: br0160 article-title: Reparameterized flexible Weibull distribution with some applications publication-title: Am. J. Math. Manag. Sci. contributor: fullname: Prataviera – volume: 29 start-page: 271 year: 1988 end-page: 297 ident: br0220 article-title: Least-squares estimation of distribution functions in Johnson's translation system publication-title: J. Stat. Comput. Simul. contributor: fullname: Wilson – volume: 13 start-page: 474 year: 2021 ident: br0200 article-title: The flexible Burr XG family: properties, inference, and applications in engineering science publication-title: Symmetry contributor: fullname: Sarg – volume: 17 year: 2022 ident: br0050 article-title: Survival analysis of cancer patients using a new extended Weibull distribution publication-title: PLoS ONE contributor: fullname: Klakattawi – volume: 11 start-page: 386 year: 2022 ident: br0040 article-title: Inference of reliability analysis for type ii half logistic Weibull distribution with application of bladder cancer publication-title: Axioms contributor: fullname: Ramadan – volume: 111 start-page: 164 year: 2013 end-page: 170 ident: br0060 article-title: A new modified Weibull distribution publication-title: Reliab. Eng. Syst. Saf. contributor: fullname: Yuan – volume: 33 start-page: 326 year: 1971 end-page: 329 ident: br0240 article-title: Comment on “an estimation procedure for mixtures of distributions” by Choi and Bulgren publication-title: J. R. Stat. Soc., Ser. B, Methodol. contributor: fullname: Macdonald – volume: 13 start-page: 15 year: 1958 end-page: 22 ident: br0270 article-title: Computer methods for estimating Weibull parameters in reliability studies publication-title: IRE Trans. Reliab. Qual. Control contributor: fullname: Kao – volume: 19 start-page: 133 year: 2020 end-page: 147 ident: br0180 article-title: Modeling vehicle insurance loss data using a new member of TX family of distributions publication-title: J. Stat. Theory Appl. contributor: fullname: Khosa – volume: 173 year: 2023 ident: br0090 article-title: Non-asymptotic Weibull tails explain the statistics of extreme daily precipitation publication-title: Adv. Water Resour. contributor: fullname: Papalexiou – volume: 10 year: 2022 ident: br0030 article-title: Temporal variations of the probability distribution of Voronoi cells generated by earthquake epicenters publication-title: Front. Earth Sci. contributor: fullname: Varini – volume: 92 start-page: 719 year: 2007 end-page: 726 ident: br0130 article-title: A flexible Weibull extension publication-title: Reliab. Eng. Syst. Saf. contributor: fullname: Zitikis – volume: 23 start-page: 399 year: 2016 end-page: 409 ident: br0170 article-title: A new flexible Weibull distribution publication-title: Commun. Stat. Appl. Methods contributor: fullname: Choi – volume: 10 start-page: 1792 year: 2022 ident: br0140 article-title: On predictive modeling using a new flexible Weibull distribution and machine learning approach: analyzing the COVID-19 data publication-title: Mathematics contributor: fullname: El-Morshedy – volume: 81 start-page: 95 year: 2018 end-page: 107 ident: br0100 article-title: Compound unimodal distributions for insurance losses publication-title: Insur. Math. Econ. contributor: fullname: Maruotti – volume: 193 year: 2020 ident: br0080 article-title: Optimal design of simple step-stress accelerated life tests for one-shot devices under Weibull distributions publication-title: Reliab. Eng. Syst. Saf. contributor: fullname: Hu – volume: 49 start-page: 765 year: 1954 end-page: 769 ident: br0260 article-title: A test of goodness of fit publication-title: J. Am. Stat. Assoc. contributor: fullname: Darling – volume: 173 year: 2023 ident: 10.1016/j.heliyon.2023.e21704_br0090 article-title: Non-asymptotic Weibull tails explain the statistics of extreme daily precipitation publication-title: Adv. Water Resour. doi: 10.1016/j.advwatres.2023.104388 contributor: fullname: Marra – volume: 19 start-page: 133 year: 2020 ident: 10.1016/j.heliyon.2023.e21704_br0180 article-title: Modeling vehicle insurance loss data using a new member of TX family of distributions publication-title: J. Stat. Theory Appl. doi: 10.2991/jsta.d.200421.001 contributor: fullname: Ahmad – volume: 45 start-page: 394 year: 1983 ident: 10.1016/j.heliyon.2023.e21704_br0230 article-title: Estimating parameters in continuous univariate distributions with a shifted origin publication-title: J. R. Stat. Soc., Ser. B, Methodol. doi: 10.1111/j.2517-6161.1983.tb01268.x contributor: fullname: Cheng – volume: 13 start-page: 474 issue: 3 year: 2021 ident: 10.1016/j.heliyon.2023.e21704_br0200 article-title: The flexible Burr XG family: properties, inference, and applications in engineering science publication-title: Symmetry doi: 10.3390/sym13030474 contributor: fullname: Al-Babtain – volume: 49 start-page: 765 issue: 268 year: 1954 ident: 10.1016/j.heliyon.2023.e21704_br0260 article-title: A test of goodness of fit publication-title: J. Am. Stat. Assoc. doi: 10.1080/01621459.1954.10501232 contributor: fullname: Anderson – volume: 17 issue: 2 year: 2022 ident: 10.1016/j.heliyon.2023.e21704_br0050 article-title: Survival analysis of cancer patients using a new extended Weibull distribution publication-title: PLoS ONE doi: 10.1371/journal.pone.0264229 contributor: fullname: Klakattawi – volume: 81 start-page: 95 year: 2018 ident: 10.1016/j.heliyon.2023.e21704_br0100 article-title: Compound unimodal distributions for insurance losses publication-title: Insur. Math. Econ. doi: 10.1016/j.insmatheco.2017.10.007 contributor: fullname: Punzo – volume: 10 year: 2022 ident: 10.1016/j.heliyon.2023.e21704_br0030 article-title: Temporal variations of the probability distribution of Voronoi cells generated by earthquake epicenters publication-title: Front. Earth Sci. doi: 10.3389/feart.2022.928348 contributor: fullname: Rotondi – volume: 29 start-page: 271 year: 1988 ident: 10.1016/j.heliyon.2023.e21704_br0220 article-title: Least-squares estimation of distribution functions in Johnson's translation system publication-title: J. Stat. Comput. Simul. doi: 10.1080/00949658808811068 contributor: fullname: Swain – volume: 137 year: 2022 ident: 10.1016/j.heliyon.2023.e21704_br0070 article-title: Three-parameter Weibull distribution with upper limit applicable in reliability studies and materials testing publication-title: Microelectron. Reliab. doi: 10.1016/j.microrel.2022.114769 contributor: fullname: Kohout – volume: 71 start-page: 63 issue: 1 year: 2013 ident: 10.1016/j.heliyon.2023.e21704_br0190 article-title: A new method for generating families of continuous distributions publication-title: Metron doi: 10.1007/s40300-013-0007-y contributor: fullname: Alzaatreh – volume: 28 start-page: 1571 issue: 4 year: 2013 ident: 10.1016/j.heliyon.2023.e21704_br0110 article-title: Finite mixtures of unimodal beta and gamma densities and the-bumps algorithm publication-title: Comput. Stat. doi: 10.1007/s00180-012-0367-4 contributor: fullname: Bagnato – volume: 45 start-page: 729 issue: 3 year: 2015 ident: 10.1016/j.heliyon.2023.e21704_br0120 article-title: Fitting mixtures of Erlangs to censored and truncated data using the EM algorithm publication-title: ASTIN Bull. doi: 10.1017/asb.2015.15 contributor: fullname: Verbelen – volume: 23 start-page: 399 issue: 5 year: 2016 ident: 10.1016/j.heliyon.2023.e21704_br0170 article-title: A new flexible Weibull distribution publication-title: Commun. Stat. Appl. Methods contributor: fullname: Park – volume: 11 start-page: 386 issue: 8 year: 2022 ident: 10.1016/j.heliyon.2023.e21704_br0040 article-title: Inference of reliability analysis for type ii half logistic Weibull distribution with application of bladder cancer publication-title: Axioms doi: 10.3390/axioms11080386 contributor: fullname: Mohamed – volume: 10 start-page: 1792 issue: 11 year: 2022 ident: 10.1016/j.heliyon.2023.e21704_br0140 article-title: On predictive modeling using a new flexible Weibull distribution and machine learning approach: analyzing the COVID-19 data publication-title: Mathematics doi: 10.3390/math10111792 contributor: fullname: Ahmad – volume: 51 start-page: 904 year: 2006 ident: 10.1016/j.heliyon.2023.e21704_br0250 article-title: Fitting the generalized Pareto distribution to data using maximum goodness-of-fit estimators publication-title: Comput. Stat. Data Anal. doi: 10.1016/j.csda.2005.09.011 contributor: fullname: Luceño – volume: 40 start-page: 1 year: 2021 ident: 10.1016/j.heliyon.2023.e21704_br0160 article-title: Reparameterized flexible Weibull distribution with some applications publication-title: Am. J. Math. Manag. Sci. contributor: fullname: Prataviera – volume: 42 start-page: 3253 issue: 13 year: 2021 ident: 10.1016/j.heliyon.2023.e21704_br0020 article-title: The length–biased Weibull–Rayleigh distribution for application to hydrological data publication-title: Lobachevskii J. Math. doi: 10.1134/S1995080222010218 contributor: fullname: Chaito – volume: 7 start-page: 1 year: 2021 ident: 10.1016/j.heliyon.2023.e21704_br0150 article-title: Modified beta inverse flexible Weibull extension distribution publication-title: Ann. Data Sci. contributor: fullname: Abubakari – volume: 1 start-page: 389 year: 1959 ident: 10.1016/j.heliyon.2023.e21704_br0280 article-title: A graphical estimation of mixed Weibull parameters in life testing electron tube publication-title: Technometrics doi: 10.1080/00401706.1959.10489870 contributor: fullname: Kao – volume: 12 start-page: 1336 issue: 10 year: 2021 ident: 10.1016/j.heliyon.2023.e21704_br0010 article-title: Generating flood hazard maps based on an innovative spatial interpolation methodology for precipitation publication-title: Atmosphere doi: 10.3390/atmos12101336 contributor: fullname: Zare – volume: 111 start-page: 164 year: 2013 ident: 10.1016/j.heliyon.2023.e21704_br0060 article-title: A new modified Weibull distribution publication-title: Reliab. Eng. Syst. Saf. doi: 10.1016/j.ress.2012.10.018 contributor: fullname: Almalki – volume: 193 year: 2020 ident: 10.1016/j.heliyon.2023.e21704_br0080 article-title: Optimal design of simple step-stress accelerated life tests for one-shot devices under Weibull distributions publication-title: Reliab. Eng. Syst. Saf. doi: 10.1016/j.ress.2019.106630 contributor: fullname: Ling – volume: 33 start-page: 326 year: 1971 ident: 10.1016/j.heliyon.2023.e21704_br0240 article-title: Comment on “an estimation procedure for mixtures of distributions” by Choi and Bulgren publication-title: J. R. Stat. Soc., Ser. B, Methodol. doi: 10.1111/j.2517-6161.1971.tb00884.x contributor: fullname: Macdonald – volume: 13 start-page: 15 year: 1958 ident: 10.1016/j.heliyon.2023.e21704_br0270 article-title: Computer methods for estimating Weibull parameters in reliability studies publication-title: IRE Trans. Reliab. Qual. Control doi: 10.1109/IRE-PGRQC.1958.5007164 contributor: fullname: Kao – volume: 92 start-page: 719 year: 2007 ident: 10.1016/j.heliyon.2023.e21704_br0130 article-title: A flexible Weibull extension publication-title: Reliab. Eng. Syst. Saf. doi: 10.1016/j.ress.2006.03.004 contributor: fullname: Bebbington – volume: 336 start-page: 439 year: 2018 ident: 10.1016/j.heliyon.2023.e21704_br0210 article-title: A new extension of Weibull distribution: properties and different methods of estimation publication-title: J. Comput. Appl. Math. doi: 10.1016/j.cam.2017.12.001 contributor: fullname: Nassar |
SSID | ssj0001586973 |
Score | 2.3312886 |
Snippet | The word extreme events refer to unnatural or undesirable events. Due to the general destructive effects on society and scientific problems in various applied... |
SourceID | doaj proquest crossref elsevier |
SourceType | Open Website Aggregation Database Publisher |
StartPage | e21704 |
SubjectTerms | Distributional properties Estimation Extreme value theory Flexible Weibull extension distribution Flood data |
Title | A new flexible Weibull extension model: Different estimation methods and modeling an extreme value data |
URI | https://dx.doi.org/10.1016/j.heliyon.2023.e21704 https://search.proquest.com/docview/2895704146 https://doaj.org/article/1334384e705b46269d385960cdde6a6b |
Volume | 9 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1LS8QwEA6ygngRn7g-lgheu7bNo4k3n4igXlxcvISkO9EV6YquB_-9k6bV1YsXjw15MdNkvkky3xCy74pCcshVUqJ1SLi1WWJB6sRKl6mCWeA6BApfXcuLAb8ciuFMqq_wJizSA0fBHaAPxZniUKTCcUTfesSUQNhd4rqU2GO9-2ZixpmK8cFK6oJ9h-wcPPUf4Xn8MQmcpznrA0LxJjlba4xqzv4fNunX7lybnPNlstRgRXoU57hC5qBaJQtXzW34Gnk4ogiKqQ-clu4Z6B2MHXqUtD7YDqdgtM5zc0hPmywoUxo4NWKwIo25o9-orUaxHhox_Aitw5khDTTgQMML0nUyOD-7PblImsQJKHEhpglTvvSFkqkDsIzLUnCWg9KlS31mCw0u5R6hFsIHXfPX2FR4Bbr0WAzliG2QTjWpYJNQlevc5zk2QaQCKrPCF7m0ZbiPHaWZ75J-K0HzEvkxTPtw7Mk0IjdB5CaKvEuOg5y_Kgd667oAlW4apZu_lN4lqtWSaZBCRADY1fiv8fdarRpcSeF6xFYweX8z6HoKrICmY-s_5rhNFsOwMW5xh3Smr--wiwBm6nr1v9oj89cnw5v7TxaC78I |
link.rule.ids | 315,786,790,870,2115,27955,27956 |
linkProvider | Directory of Open Access Journals |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=A+new+flexible+Weibull+extension+model%3A+Different+estimation+methods+and+modeling+an+extreme+value+data&rft.jtitle=Heliyon&rft.au=Huda+M.+Alshanbari&rft.au=Omalsad+Hamood+Odhah&rft.au=Hazem+Al-Mofleh&rft.au=Zubair+Ahmad&rft.date=2023-11-01&rft.pub=Elsevier&rft.eissn=2405-8440&rft.volume=9&rft.issue=11&rft.spage=e21704&rft_id=info:doi/10.1016%2Fj.heliyon.2023.e21704&rft.externalDBID=DOA&rft.externalDocID=oai_doaj_org_article_1334384e705b46269d385960cdde6a6b |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2405-8440&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2405-8440&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2405-8440&client=summon |