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Extended Bayesian information criteria for model selection with large model spaces

Biometrika · 2008 · Vol. 95(3) · pp. 759–771
Jie ChenZehua Chen

Abstract

10.1093/biomet/asn034

Genetic and phenotypic traits in livestockGenetic Mapping and Diversity in Plants and AnimalsGenetics and Plant BreedingChenModel selectionSelection (genetic algorithm)Bayesian probabilityMathematicsLibrary scienceBayesian inferenceStatisticsDeviance information criterionBayesian information criterion

Funding

  • National University of Singapore
  • University of British Columbia
  • Natural Sciences and Engineering Research Council of Canada
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References
High-dimensional graphs and variable selection with the Lasso
The Annals of Statistics · 2006 · 2,433 citations
Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
Journal of the American Statistical Association · 2001 · 9,035 citations
Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing
Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1995 · 106,483 citations
Regression Shrinkage and Selection Via the Lasso
Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1996 · 50,746 citations
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