68 citations · 85 across the 6 of their papers we have counts for
5 papers · 1 filter
Distribution-Free Bayesian multivariate predictive inference
Daniel Yekutieli
We introduce a comprehensive Bayesian multivariate predictive inference framework. The basis for our framework is a hierarchical Bayesian model, that is a mixture of finite Polya t…
Nonparametric Shrinkage Estimation in High Dimensional Generalized Linear Models via Polya Trees
Asaf Weinstein, Jonas Wallin, Daniel Yekutieli +1
Regularization in fitting regression models has been a highly active topic of research in the past few decades, but most of the existing methods are designed for particular situati…
Extracting replicable associations across multiple studies: algorithms for controlling the false discovery rate
David Amar, Ron Shamir, Daniel Yekutieli
Extracting associations that recur across multiple studies while controlling the false discovery rate is a fundamental challenge. Here, we consider an extension of Efron's single-s…
Optimal exact tests for composite alternative hypotheses on cross tabulated data
Daniel Yekutieli
We present methodology for constructing exact significance tests for cross tabulated data for "difficult" composite alternative hypotheses that have no natural test statistic. We c…
Replicability analysis for genome-wide association studies
Ruth Heller, Daniel Yekutieli
The paramount importance of replicating associations is well recognized in the genome-wide associaton (GWA) research community, yet methods for assessing replicability of associati…