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  • 标题:A Bayesian Analysis of the Spherical Distribution in Presence of Covariates
  • 本地全文:下载
  • 作者:Jorge Alberto Achcar ; Gian Franco Napa ; Roberto Molina De Souza
  • 期刊名称:Journal of Data Science
  • 印刷版ISSN:1680-743X
  • 电子版ISSN:1683-8602
  • 出版年度:2013
  • 卷号:11
  • 期号:4
  • 页码:819-833
  • 出版社:Tingmao Publish Company
  • 摘要:In this paper we introduce a Bayesian analysis of a spherical distributionapplied to rock joint orientation data in presence or not of a vectorof covariates, where the response variable is given by the angle from themean and the covariates are the components of the normal upwards vector.Standard simulation MCMC (Markov Chain Monte Carlo) methods havebeen used to obtain the posterior summaries of interest obtained from Win-Bugs software. Illustration of the proposed methodology are given using asimulated data set and a real rock spherical data set from a hydroelectricalsite.
  • 关键词:Bayesian analysis; MCMC methods; regression models; rock;spherical engineering data; spherical distribution.
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