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Decision Approach and Empirical Bayes FCR-Controlling Interval for Mixed Prior Model
Decision Bayes Loss Function Simultaneous Intervals
2010/3/17
In this paper, I apply the decision theory and empirical Bayesian
approach to construct confidence intervals for selected populations when
true parameters follow a mixture prior distribution. A loss...
Microarrays，Empirical Bayes and the Two-Groups Model
Simultaneous tests empirical null false discoveryrates
2010/4/30
The classic frequentist theory of hypothesis testing developed
by Neyman, Pearson and Fisher has a claim to being the twentieth
century’s most influential piece of applied mathematics. Something
ne...
Comment：Microarrays，Empirical Bayes and the Two-Groups Model
Microarrays Empirical Bayes Two-Groups Model
2010/4/30
Efron has given us a comprehensive and thoughtful
review of his approach to large-scale testing stemming
from the challenges of analyzing microarray
data. Addressing the microarray challenge right ...
Rejoinder：Microarrays，Empirical Bayes and the Two-Groups Model
Rejoinder Microarrays Empirical Bayes Two-Groups Model
2010/4/30
The Fisher–Neyman–Pearson theory of hypothesis
testing was a triumph of mathematical elegance
and practical utility. It was never designed, though,
to handle 10,000 tests at once, and one can see c...
A multivariate empirical Bayes statistic for replicated microarray time course data
Microarray time course longitudinal multivariate empiricalBayes moderation gene ranking replication
2010/4/26
In this paper we derive one- and two-sample multivariate empirical
Bayes statistics (the MB-statistics) to rank genes in order of
interest from longitudinal replicated developmental microarray time
...