BAYESIAN AND NON-BAYESIAN ESTIMATION FOR THE PARETO PARAMETERS USING QUASI-LIKELIHOOD FUNCTION

被引:2
|
作者
ASHOUR, SK
ABDELHAFEZ, ME
ABDELAZIZ, S
机构
[1] Institute of Statistical Studies and Research, Cairo University, Cairo
来源
MICROELECTRONICS AND RELIABILITY | 1994年 / 34卷 / 07期
关键词
D O I
10.1016/0026-2714(94)90508-8
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The quasi-likelihood function is used to derive Bayesian and non-Bayesian estimates for the unknown parameters of the Pareto distribution. In the Bayesian technique the likelihood function is replaced with the quasi-likelihood function when the mean-variance relationship is defined. The efficiency of the quasi-likelihood estimation relative to the maximum likelihood is calculated. Numerical illustrations for the Bayesian and quasi-Bayesian procedures are given.
引用
收藏
页码:1233 / 1237
页数:5
相关论文
共 50 条
  • [41] BAYESIAN AND NON-BAYESIAN INTERVAL ESTIMATORS FOR THE POISSON MEAN
    Nadarajah, S.
    Alizadeh, M.
    Bagheri, S. F.
    [J]. REVSTAT-STATISTICAL JOURNAL, 2015, 13 (03) : 245 - +
  • [42] ON THE RELATIONSHIP BETWEEN BAYESIAN AND NON-BAYESIAN INTERVAL ESTIMATES
    SEVERINI, TA
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-METHODOLOGICAL, 1991, 53 (03): : 611 - 618
  • [43] On the latent state estimation of nonlinear population dynamics using Bayesian and non-Bayesian state-space models
    Wang, Guiming
    [J]. ECOLOGICAL MODELLING, 2007, 200 (3-4) : 521 - 528
  • [44] AN EXTENSION OF QUASI-LIKELIHOOD ESTIMATION - DISCUSSION
    NELSON, PI
    DEAN, C
    LAWLESS, JF
    NELDER, JA
    HEYDE, CC
    JARRETT, R
    MCLEISH, DL
    SMALL, CG
    CROWDER, M
    FIRTH, D
    GODAMBE, VP
    THOMPSON, ME
    [J]. JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 1989, 22 (02) : 153 - 172
  • [45] ON PROPERTIES OF SUBSET SELECTION PROCEDURES (BAYESIAN AND NON-BAYESIAN)
    DEELY, JJ
    GUPTA, SS
    [J]. TECHNOMETRICS, 1966, 8 (01) : 205 - &
  • [46] BAYESIAN AND NON-BAYESIAN ANALYSES OF SIMULTANEOUS EQUATION MODELS
    ZELLNER, A
    [J]. ECONOMETRICA, 1971, 39 (04) : 137 - &
  • [47] Non-Bayesian Statistical Discrimination
    Campos-Mercade, Pol
    Mengel, Friederike
    [J]. MANAGEMENT SCIENCE, 2023, : 2549 - 2567
  • [48] On comparison of non-Bayesian experts
    Teper, Roee
    [J]. MATHEMATICAL SOCIAL SCIENCES, 2010, 60 (02) : 119 - 122
  • [49] Bayesian and Non-Bayesian Inference for Survival Data Using Generalised Exponential Distribution
    Guure, Chris Bambey
    Bosomprah, Samuel
    [J]. JOURNAL OF PROBABILITY AND STATISTICS, 2013, 2013
  • [50] Non-Bayesian Contour Synthesis
    Anderson, Barton L.
    O'Vari, Judit
    Barth, Hilary
    [J]. CURRENT BIOLOGY, 2011, 21 (06) : 492 - 496