Wilcoxon-type Generalized Bayesian Information Criterion

@inproceedings{US2008WilcoxontypeGB,
  title={Wilcoxon-type Generalized Bayesian Information Criterion},
  author={A. U.S.},
  year={2008}
}
  • A. U.S.
  • Published 2008
We develop a generalized Bayesian information criterion for regression model selection. The new criterion relaxes the usually strong distributional assumption associated with Schwarz’s bic by adopting a Wilcoxon-type dispersion function and appropriately adjusting the penalty term. We establish that the Wilcoxon-type generalized bic preserves the consistency property of Schwarz’s bic without the need to assume a parametric likelihood. We also show that it outperforms Schwarz’s bic with heavier… CONTINUE READING
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References

Publications referenced by this paper.
Showing 1-10 of 11 references

Robust Nonparametric Statistical Methods

  • T. P. Hettmansperger, J. W. McKean
  • 1998
Highly Influential
6 Excerpts

On non-concave penalized likelihood with diverging number of parameters

  • H. Peng
  • oracle properties. J. Am. Statist. Assoc
  • 2004
1 Excerpt

Inference for the linear model using a likelihood based on ranks

  • regression. Ann
  • J. R. Statist. Soc. B
  • 1982

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