A New Power Topp-Leone distribution with applications to engineering and industry data

被引:14
|
作者
Atchade, Mintode Nicodeme [1 ,2 ,3 ]
N'bouke, Melchior [1 ]
Djibril, Aliou Moussa [1 ]
Shahzadi, Shabnam [4 ]
Hussam, Eslam [5 ]
Aldallal, Ramy [6 ]
Alshanbari, Huda M. [7 ]
Gemeay, Ahmed M. [8 ]
El-Bagoury, Abdal-Aziz H. [9 ]
机构
[1] Natl Univ Sci Technol Engn & Math, Natl Higher Sch Math Genius & Modelizat, Abomey, Benin
[2] Univ Abomey Calavi, Math Phys & Applicat ICMPA, Cotonou, Benin
[3] St Petersburg State Univ Econ, Dept Stat & Econometr, St Petersburg, Russia
[4] Anhui Univ Sci & Technol, Dept Math & Big Data, Huainan, Peoples R China
[5] Helwan Univ, Fac Sci, Dept Math, Cairo, Egypt
[6] Prince Sattam Abdulaziz Univ, Coll Business Adm Hawtat Bani Tamim, Dept Accounting, Al Kharj, Saudi Arabia
[7] Princess Nourah Bint Abdulrahman Univ, Coll Sci, Dept Math Sci, Riyadh, Saudi Arabia
[8] Tanta Univ, Fac Sci, Dept Math, Tanta, Egypt
[9] Higher Inst Engn & Technol, Basic Sci Dept, El Mahala El Kobra, Egypt
来源
PLOS ONE | 2023年 / 18卷 / 01期
关键词
FAMILY;
D O I
10.1371/journal.pone.0278225
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
We introduced a brand-new member of the family that is going to be referred to as the New Power Topp-Leone Generated (NPTL-G). This new member is one of a kind. Given the major functions that created this new member, important mathematical aspects are discussed in as much detail as possible. We derived some functions for the new one, included the Renyi entropy, the qf, series development, and moment weighted probabilities. Moreover, to estimate the values of the parameters of our model that were not known, we employed the maximum likelihood technique. In addition, two actual datasets from the real world were investigated in order to bring attention to the possible applications of this novel distribution. This new model performs better than three key rivals based on the measurements that were collected.
引用
收藏
页数:18
相关论文
共 50 条
  • [41] Modeling radiation and engineering data using the exponentiated generalized Topp-Leone exponential model
    Badr, Majdah Mohammed
    Darwish, Jumanah Ahmed
    Alkhathaami, Fatimah
    JOURNAL OF RADIATION RESEARCH AND APPLIED SCIENCES, 2025, 18 (01)
  • [42] Admissible minimax estimators for the shape parameter of Topp-Leone distribution
    Bayoud, Husam Awni
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2016, 45 (01) : 71 - 82
  • [43] The Topp-Leone Gompertz-G family of distributions with applications
    Oluyede, Broderick
    Chamunorwa, Simbarashe
    Chipepa, Fastel
    Alizadeh, Morad
    JOURNAL OF STATISTICS AND MANAGEMENT SYSTEMS, 2022, 25 (06) : 1399 - 1423
  • [44] A Note on "The Topp-Leone Lomax (TLLo) Distribution with Applications to Airbone Communication Transceiver Dataset"
    Okorie, Idika E.
    Nadarajah, Saralees
    WIRELESS PERSONAL COMMUNICATIONS, 2020, 115 (01) : 589 - 596
  • [45] Acceptance sampling plans based on Topp-Leone Gompertz distribution
    Mahmood, Yasar
    Fatima, Shane
    Khan, Hina
    Amir, Hudabia
    Khoo, Michael B. C.
    Teh, Sin Yin
    COMPUTERS & INDUSTRIAL ENGINEERING, 2021, 159
  • [46] Topp-Leone Poisson Exponential Distribution: A Classical and Bayesian Approach
    Pathak, Anurag
    Kumar, Manoj
    Singh, Sanjay Kumar
    Singh, Umesh
    JOURNAL OF THE INDIAN SOCIETY FOR PROBABILITY AND STATISTICS, 2023, 24 (02) : 393 - 417
  • [47] The Beta Topp-Leone Generated Family of Distributions and Theirs Applications
    Watthanawisut, Atchariya
    Bodhisuwan, Winai
    Supapakorn, Thidaporn
    THAILAND STATISTICIAN, 2022, 20 (03): : 489 - 507
  • [48] On the moments of order statistics coming from the Topp-Leone distribution
    MirMostafaee, S. M. T. K.
    STATISTICS & PROBABILITY LETTERS, 2014, 95 : 85 - 91
  • [49] TOPP-LEONE GENERATED-DAGUM DISTRIBUTION AND ITS PROPERTIES
    Sakthivel, K. M.
    Dhivakar, K.
    ADVANCES AND APPLICATIONS IN STATISTICS, 2021, 66 (01) : 13 - 38
  • [50] Type II Power Topp-Leone Generated Family of Distributions with Statistical Inference and Applications
    Bantan, Rashad A. R.
    Jamal, Farrukh
    Chesneau, Christophe
    Elgarhy, Mohammed
    SYMMETRY-BASEL, 2020, 12 (01):