26 citations · 221 across the 19 of their papers we have counts for
19 papers
Empirical Bayes estimation of posterior probabilities of enrichment
Zhenyu Yang, Zuojing Li, David R. Bickel
To interpret differentially expressed genes or other discovered features, researchers conduct hypothesis tests to determine which biological categories such as those of the Gene On…
Resolving conflicts between statistical methods by probability combination: Application to empirical Bayes analyses of genomic data
David R. Bickel
In the typical analysis of a data set, a single method is selected for statistical reporting even when equally applicable methods yield very different results. Examples of equally…
Controlling the degree of caution in statistical inference with the Bayesian and frequentist approaches as opposite extremes
David R. Bickel
In statistical practice, whether a Bayesian or frequentist approach is used in inference depends not only on the availability of prior information but also on the attitude taken to…
Simple estimators of false discovery rates given as few as one or two p-values without strong parametric assumptions
David R. Bickel
Multiple comparison procedures that control a family-wise error rate or false discovery rate provide an achieved error rate as the adjusted p-value for each hypothesis tested. Howe…
Small-scale inference: Empirical Bayes and confidence methods for as few as a single comparison
David R. Bickel
By restricting the possible values of the proportion of null hypotheses that are true, the local false discovery rate (LFDR) can be estimated using as few as one comparison. The pr…
Measuring support for a hypothesis about a random parameter without estimating its unknown prior
David R. Bickel
For frequentist settings in which parameter randomness represents variability rather than uncertainty, the ideal measure of the support for one hypothesis over another is the diffe…