The Topp-Leone Lomax (TLLo) Distribution with Applications to Airbone Communication Transceiver Dataset

被引:18
作者
Oguntunde, Pelumi E. [1 ]
Khaleel, Mundher A. [2 ]
Okagbue, Hilary I. [1 ]
Odetunmibi, Oluwole A. [1 ]
机构
[1] Covenant Univ, Dept Math, Ota, Nigeria
[2] Univ Tikrit, Fac Comp Sci & Math, Dept Math, Tikrit, Iraq
关键词
Generalized model; Lomax distribution; Mathematical statistics; Topp-Leone family of distribution; ORDER-STATISTICS; FAMILY; MOMENTS;
D O I
10.1007/s11277-019-06568-8
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
The Lomax distribution was extended in this paper using the Topp-Leone family of distributions. Some of its specific structural properties were established and the model parameters were estimated using maximum likelihood estimation method. The usefulness of the Topp-Leone Lomax distribution was demonstrated using an airbone communication transceiver dataset and comparison were made with respect to the Topp-Leone Burr XII, Topp-Leone Flexible Weibull and Lomax distributions.
引用
收藏
页码:349 / 360
页数:12
相关论文
共 20 条
[1]  
Abbas S, 2017, EUR J PURE APPL MATH, V10, P1005
[2]   Topp-Leone Family of Distributions: Some Properties and Application [J].
Al-Shomrani, Ali ;
Arif, Osama ;
Shawky, A. ;
Hanif, Saman ;
Shahbaz, Muhammad Qaiser .
PAKISTAN JOURNAL OF STATISTICS AND OPERATION RESEARCH, 2016, 12 (03) :443-451
[3]  
[Anonymous], 1982, STAT PROPERTIES GEN
[4]  
Aryal GR., 2017, INT J STAT PROBAB, V6, P126, DOI [DOI 10.5539/IJSP.V6N1P126, 10.5539/ijsp.v6n1p126]
[5]  
Bayoud HA, 2016, REVSTAT-STAT J, V14, P415
[6]   The Topp-Leone odd log-logistic family of distributions [J].
Brito, E. ;
Cordeiro, G. M. ;
Yousof, H. M. ;
Alizadeh, M. ;
Silva, G. O. .
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2017, 87 (15) :3040-3058
[7]  
FEROZE N, 2013, INT J MATH COMPUTATI, V7, P426
[8]   Moments of order statistics of Topp-Leone distribution [J].
Genc, Ali I. .
STATISTICAL PAPERS, 2012, 53 (01) :117-131
[9]   The beta Burr type X distribution properties with application [J].
Merovci, Faton ;
Khaleel, Mundher Abdullah ;
Ibrahim, Noor Akma ;
Shitan, Mahendran .
SPRINGERPLUS, 2016, 5
[10]   Bayesian inference for the Topp-Leone distribution based on lower k-record values [J].
MirMostafaee, S. M. T. K. ;
Mahdizadeh, M. ;
Aminzadeh, Milad .
JAPAN JOURNAL OF INDUSTRIAL AND APPLIED MATHEMATICS, 2016, 33 (03) :637-669