Empirical Bayes Estimation of Parameter of Burr-Type X Model under LINEX and Squared Error Loss Functions

被引:0
|
作者
Lan, Haiying [1 ]
机构
[1] Jiangxi Normal Univ, Coll Math & Informat Sci, Nanchang, Peoples R China
来源
关键词
Burr-Type X distribution; LINEX loss function; empirical Bayes estimate; squared error loss; PREDICTION; P(Y-LESS-THAN-X);
D O I
10.4028/www.scientific.net/AMR.403-408.5273
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The Empirical Bayes estimate of the parameter of Burr-type X distribution is contained. The estimate is obtained under squared error loss and Varian's linear-exponential (LINEX) loss functions, and is compared with corresponding maximum likelihood and Bayes estimates. Finally, a Monte Carlo numerical example is given to illustrate our results.
引用
收藏
页码:5273 / 5277
页数:5
相关论文
共 35 条
  • [31] Bayes estimation based on k-record data from a general class of distributions under balanced type loss functions
    Ahmadi, Jafar
    Jozani, Mohammad Jafari
    Marchand, Eric
    Parsian, Ahmad
    [J]. JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2009, 139 (03) : 1180 - 1189
  • [32] ON ESTIMATION OF THE SCALE PARAMETER OF INVERSE RAYLEIGH DISTRIBUTION WITH PROGRESSIVE TYPE -II CENSORING UNDER DIFFERENT LOSS FUNCTIONS
    Kishan, Ram
    Kumar, Dharmendra
    [J]. INTERNATIONAL JOURNAL OF AGRICULTURAL AND STATISTICAL SCIENCES, 2016, 12 (02): : 477 - 482
  • [33] Pseudo-empirical Bayes estimation of small area means under a nested error linear regression model with functional measurement errors
    Datta, Gauri S.
    Rao, J. N. K.
    Torabi, Mahmoud
    [J]. JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2010, 140 (11) : 2952 - 2962
  • [34] Ridge parameter estimation for the linear regression model under different loss functions using T-K approximation
    Ramzan, Qasim
    Akram, Muhammad Nauman
    Amin, Muhammad
    [J]. COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2023, 52 (09) : 4361 - 4377
  • [35] Bayesian Estimation of a Geometric Life Testing Model under Different Loss Functions Using a Doubly Type-1Censoring Scheme
    Akhtar, Nadeem
    Ahmad Khan, Sajjad
    Amin, Muhammad
    Khan, Akbar Ali
    Almaspoor, Zahra
    Ali, Amjad
    Manzoor, Sadaf
    [J]. Mathematical Problems in Engineering, 2023, 2023