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4 papers · 1 filter
Rejoinder: One-step sparse estimates in nonconcave penalized likelihood models
Hui Zou, Runze Li
We would like to take this opportunity to thank the discussants for their thoughtful comments and encouragements on our work [arXiv:0808.1012]. The discussants raised a number of i…
Fuzzy set representation of a prior distribution
Glen Meeden
In the subjective Bayesian approach uncertainty is described by a prior distribution chosen by the statistician. Fuzzy set theory is another way of representing uncertainty. Here w…
Consistency of cross validation for comparing regression procedures
Yuhong Yang
Theoretical developments on cross validation (CV) have mainly focused on selecting one among a list of finite-dimensional models (e.g., subset or order selection in linear regressi…
Evaluation of Formal posterior distributions via Markov chain arguments
Morris L. Eaton, James P. Hobert, Galin L. Jones +1
We consider evaluation of proper posterior distributions obtained from improper prior distributions. Our context is estimating a bounded function of a parameter when the loss i…