Bounds for Bayesian order identification with application to mixtures

Details Bounds for Bayesian order identification with application to mixtures Bounds for Bayesian order identification with application to mixtures

2008-04-04

arxiv.org/abs/0804.0768v1

Annals of Statistics 2008, Vol. 36, No. 2, 938-962

Mathematics

Statistics Theory

Published in at http://dx.doi.org/10.1214/009053607000000857 the Annals of Statistics (http://www.imstat.org/aos/) by the Inst

Scientific paper

10.1214/009053607000000857

The efficiency of two Bayesian order estimators is studied. By using
nonparametric techniques, we prove new underestimation and overestimation
bounds. The results apply to various models, including mixture models. In this
case, the errors are shown to be $O(e^{-an})$ and $O((\log n)^b/\sqrt{n})$
($a,b>0$), respectively.

Affiliated with

Also associated with

No associations

Rating

Bounds for Bayesian order identification with application to mixtures does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Bounds for Bayesian order identification with application to mixtures, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Bounds for Bayesian order identification with application to mixtures will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-191145