Parameter Estimation of the Negative Binomial-New Weighted Lindley Distribution by the Method of Maximum Likelihood

被引：2

作者：

Thongteeraparp, Ampai ^{[1
]}

Volodin, A. ^{[2
]}

机构：

[1] Kasetsart Univ, Dept Stat, Bangkok 10903, Thailand

[2] Univ Regina, Dept Math & Stat, Regina, SK S4S 0A2, Canada

来源：

LOBACHEVSKII JOURNAL OF MATHEMATICS | 2020年 / 41卷 / 03期

关键词：

method of maximum likelihood; count data analysis; negative binomial-new weighted Lindley distribution;

D O I：

10.1134/S1995080220030178

中图分类号：

O1 [数学];

学科分类号：

0701 ; 070101 ;

摘要：

In this article we investigate the parameter estimation of the Negative Binomial-New Weighted Lindley distribution. We are interested in the maximum likelihood method because it provides estimators with many superior properties, such as minimum variance and asymptotically unbiased estimators. The simulation study is performed in order to investigate the accuracy of the maximum likelihood estimators of the parameters of the Negative Binomial-New Weighted Lindley distribution.

引用

页码：430 / 434

页数：5

共 50 条

[1] Parameter Estimation of the Negative Binomial—New Weighted Lindley Distribution by the Method of Maximum Likelihood
Ampai Thongteeraparp
A. Volodin
Lobachevskii Journal of Mathematics, 2020, 41 : 430 - 434
[2] The Negative Binomial-New Generalized Lindley Distribution for Count Data: Properties and Application
Aryuyuen, Sirinapa
PAKISTAN JOURNAL OF STATISTICS AND OPERATION RESEARCH, 2022, 18 (01) : 167 - 177
[3] MAXIMUM-LIKELIHOOD-ESTIMATION FOR THE NEGATIVE BINOMIAL DISPERSION PARAMETER
PIEGORSCH, WW
BIOMETRICS, 1990, 46 (03) : 863 - 867
[4] Maximum likelihood estimate for the dispersion parameter of the negative binomial distribution
Dai, Hongsheng
Bao, Yanchun
Bao, Mingtang
STATISTICS & PROBABILITY LETTERS, 2013, 83 (01) : 21 - 27
[5] Bias-Corrected maximum likelihood estimation of the parameters of the weighted Lindley distribution
Wang, Min
Wang, Wentao
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2017, 46 (01) : 530 - 545
[6] On maximum likelihood estimation of the binomial parameter n
Gupta, AK
Nguyen, TT
Wang, YN
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 1999, 27 (03): : 599 - 606
[7] ESTIMATION OF THE NEGATIVE BINOMIAL PARAMETER-KAPPA BY MAXIMUM QUASI-LIKELIHOOD
CLARK, SJ
PERRY, JN
BIOMETRICS, 1989, 45 (01) : 309 - 316
[8] COMPARING BAYESIAN AND LIKELIHOOD APPROACHES TO PARAMETER ESTIMATION OF A NEGATIVE BINOMIAL DISTRIBUTION
Doudova, Lucie
Michalek, Jaroslav
16TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING MENDEL 2010, 2010, : 179 - 186
[9] A weighted negative binomial Lindley distribution with applications to dispersed data
Bakouch, Hassan S.
ANAIS DA ACADEMIA BRASILEIRA DE CIENCIAS, 2018, 90 (03): : 2617 - 2642
[10] Estimating dispersion parameter of negative binomial distribution for analysis of crash data - Bootstrapped maximum likelihood method
Zhang, Yunlong
Ye, Zhirui
Lord, Dominique
TRANSPORTATION RESEARCH RECORD, 2007, (2019) : 15 - 21

← 1 2 3 4 5 →