Nature

Empirical Bayes single nucleotide variant-calling for next-generation sequencing data

Recent developments in next generation sequencing (NGS) technologies provide an insight into the task of mutation calling 1 and have made it possible to characterize the genomic alterations in a tumor ...
Nature

pKWmEB: integration of Kruskal–Wallis test with empirical Bayes under polygenic background control for multi-locus genome-wide association study

The genome-wide association study (GWAS) has become a very effective approach to identifying the genetic loci associated with complex traits (Sladek et al. 2007; WTCCC 2007; Li et al. 2013). Since the ...
insider.si.edu

Bayesian methods for data analysis / Bradley P. Carlin, Thomas A. Louis

Approaches for statistical inference -- The Bayes approach -- Bayesian computation -- Model criticism and selection -- The empirical Bayes approach -- Bayesian design -- Special methods and models -- ...
JSTOR Daily

Performance of Empirical Bayes Estimators of Level-2 Random Parameters in Multilevel Analysis: A Monte Carlo Study for Longitudinal Designs

Multilevel analysis is a useful technique for analyzing longitudinal data. To describe a person's development across time, the quality of the estimates of the random coefficients, which relate time to ...