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  • 标题:Comparison of some Bayesian heteroscedastic error models
  • 作者:K. Surekha ; W. E. Griffiths
  • 期刊名称:Statistica
  • 印刷版ISSN:1973-2201
  • 出版年度:1990
  • 卷号:50
  • 期号:1
  • 页码:109-117
  • DOI:10.6092/issn.1973-2201/828
  • 语种:English
  • 出版社:Dep. of Statistical Sciences "Paolo Fortunati", Università di Bologna
  • 摘要:Heteroscedastic error models, with variance of the error term as proportional to the square of its expectation, have been considered. The distribution of the error term is assumed to follow either Normal, Lognormal or Gamma distribution. We estimate and compare these three different heteroscedastic error models from a Bayesian point of view using non-informative priors. A practical example which utilises expenditure data favours the Lognormal distribution to Gamma and Normal distributions.
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