A full Bayesian analysis of circular data using the von Mises distribution

被引：25

作者：

Damien, P ^{[1
]}

Walker, S ^{[1
]}

机构：

[1] Univ Michigan, Sch Business, Ann Arbor, MI 48109 USA

来源：

CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE | 1999年 / 27卷 / 02期

关键词：

circular data; latent variables; Gibbs sampler; von Mises distribution;

D O I：

10.2307/3315639

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：

This paper presents a full Bayesian analysis of circular data, paying special attention to the von Mises distribution. We obtain samples from the posterior distribution using the Gibbs sampler which, after the introduction of strategic latent variables, has all full conditional distributions of known type.

引用

页码：291 / 298

页数：8

共 50 条

[1] A Bayesian analysis of directional data using the von Mises-Fisher distribution
Nuñez- Antonio, G
Gutiérrez-Peña, E
[J]. COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2005, 34 (04) : 989 - 999
[2] A group sequential test of circular data using the von Mises distribution
Peker, K. Ozgur
Bacanli, Sevil
[J]. HACETTEPE JOURNAL OF MATHEMATICS AND STATISTICS, 2015, 44 (06): : 1569 - 1578
[3] Regression analysis of correlated circular data based on the multivariate von Mises distribution
Lagona, Francesco
[J]. ENVIRONMENTAL AND ECOLOGICAL STATISTICS, 2016, 23 (01) : 89 - 113
[4] Regression analysis of correlated circular data based on the multivariate von Mises distribution
Francesco Lagona
[J]. Environmental and Ecological Statistics, 2016, 23 : 89 - 113
[5] Some Bayesian inferences for von Mises distribution
Department of Statistics, Faculty of Science, M. S. University of Baroda, Vadodara- 390 002, India
不详
[J]. Am J Math Manage Sci, 2007, 1-2 (123-137): : 123 - 137
[6] Bayesian tests of symmetry for the generalized Von Mises distribution
Sara Salvador
Riccardo Gatto
[J]. Computational Statistics, 2022, 37 : 947 - 974
[7] Bayesian Inference on the Bimodality of the Generalized von Mises Distribution
Gatto, Riccardo
Salvador, Sara
[J]. JOURNAL OF STATISTICAL THEORY AND PRACTICE, 2022, 16 (02)
[8] Bayesian tests of symmetry for the generalized Von Mises distribution
Salvador, Sara
Gatto, Riccardo
[J]. COMPUTATIONAL STATISTICS, 2022, 37 (02) : 947 - 974
[9] Bayesian Inference on the Bimodality of the Generalized von Mises Distribution
Riccardo Gatto
Sara Salvador
[J]. Journal of Statistical Theory and Practice, 2022, 16
[10] Bayesian analysis for bivariate von Mises distributions
Mardia, Kanti V.
[J]. JOURNAL OF APPLIED STATISTICS, 2010, 37 (03) : 515 - 528

← 1 2 3 4 5 →