Improved confidence intervals for a binomial parameter using the Bayesian method

被引：3

作者：

Lu, WS ^{[1
]}

机构：

[1] Natl Univ Singapore, Dept Stat & Appl Probabil, Singapore 117543, Singapore

来源：

COMMUNICATIONS IN STATISTICS-THEORY AND METHODS | 2000年 / 29卷 / 12期

关键词：

Bayesian method; binomial distribution; confidence coefficient; confidence level; frequentist;

D O I：

10.1080/03610920008832639

中图分类号：

O21 [概率论与数理统计]; C8 [统计学];

学科分类号：

020208 ; 070103 ; 0714 ;

摘要：

Constructing confidence intervals for a binomial proportion parameter using the Bayesian technique is considered. For an appropriate choice of priors, the proposed Bayes confidence intervals may, in frequentist performance, uniformly improve the traditional C-P (Clopper and Pearson, 1934) confidence intervals when the sample size is not large (n < 30).

引用

页码：2835 / 2847

页数：13

共 50 条

[31] Label Switching in Latent Class Analysis: Accuracy of Classification, Parameter Estimates, and Confidence Intervals [J].

Qiu, Meng ;

Yuan, Ke-Hai .

STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL, 2024, 31 (02) :217-232

[32] Measuring the dispersion of rainfall using Bayesian confidence intervals for coefficient of variation of delta-lognormal distribution: a study from Thailand [J].

Yosboonruang, Noppadon ;

Niwitpong, Sa-aat ;

Niwitpong, Suparat .

PEERJ, 2019, 7

[33] Parameter Estimation of Reliability Growth Model with Incomplete Data Using Bayesian Method [J].

Park, Cheongeon ;

Lim, Jisung ;

Lee, Sangchul .

JOURNAL OF THE KOREAN SOCIETY FOR AERONAUTICAL AND SPACE SCIENCES, 2019, 47 (10) :747-752

[34] Frequentist performance of Bayesian confidence intervals for comparing proportions in 2 x 2 contingency tables [J].

Agresti, A ;

Min, YY .

BIOMETRICS, 2005, 61 (02) :515-523

[35] Bayesian confidence intervals for the ratio of the means of zero-inflated gamma distributions with application to rainfall data [J].

Kaewprasert, Theerapong ;

Niwitpong, Sa-Aat ;

Niwitpong, Suparat .

COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2024, 53 (12) :5780-5796

[36] Confidence Intervals for True Scores Using the Skew-Normal Distribution [J].

Garcia-Perez, Miguel A. .

JOURNAL OF EDUCATIONAL AND BEHAVIORAL STATISTICS, 2010, 35 (06) :762-773

[37] Shrinkage confidence intervals for the normal mean: using a guess for greater efficiency [J].

Willink, Robin .

CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2008, 36 (04) :623-637

[38] Improved EEG Segmentation Using Non-linear Volterra Model in Bayesian Method [J].

Hassani, Malihe ;

Karami, Mohammad-Reza .

IETE JOURNAL OF RESEARCH, 2018, 64 (06) :832-842

[39] Static Frame Model Validation with Small Samples Solution Using Improved Kernel Density Estimation and Confidence Level Method [J].

ZHANG Baoqianga CHEN Guoping a GUO Qintaob a State Key Laboratory of Mechanics and Control for Mechanical Structures Nanjing University of Aeronautics and Astronautics Nanjing China b College of Mechanical and Electrical Engineering Nanjing University of Aeronautics and Astronautics Nanjing China .

ChineseJournalofAeronautics, 2012, 25 (06) :879-886

[40] Static Frame Model Validation with Small Samples Solution Using Improved Kernel Density Estimation and Confidence Level Method [J].

Zhang Baoqiang ;

Chen Guoping ;

Guo Qintao .

CHINESE JOURNAL OF AERONAUTICS, 2012, 25 (06) :879-886

← 1 2 3 4 5 →