On false discovery control under dependence

Details On false discovery control under dependence On false discovery control under dependence

2008-03-13

arxiv.org/abs/0803.1971v1

Annals of Statistics 2008, Vol. 36, No. 1, 364-380

Mathematics

Statistics Theory

Published in at http://dx.doi.org/10.1214/009053607000000730 the Annals of Statistics (http://www.imstat.org/aos/) by the Inst

Scientific paper

10.1214/009053607000000730

A popular framework for false discovery control is the random effects model in which the null hypotheses are assumed to be independent. This paper generalizes the random effects model to a conditional dependence model which allows dependence between null hypotheses. The dependence can be useful to characterize the spatial structure of the null hypotheses. Asymptotic properties of false discovery proportions and numbers of rejected hypotheses are explored and a large-sample distributional theory is obtained.

Affiliated with

Also associated with

No associations

Rating

On false discovery control under dependence 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 On false discovery control under dependence, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and On false discovery control under dependence will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-70031