Some training datasets may be too large for storage on a single computer. Such datasets may be partitioned and stored ...

We are investigating the porcine gut immune response to infection through gene expression profiling. Porcine Affymetrix GeneChip data was obtained ...

Protein biomarkers can be used to predict biological traits or diseases. There is a need for robust methods to identify ...

The goal of this study was to find potential gene expression biomarkers in blood of piglets that can be used ...

This paper investigates the problem of adjusting for spatial effects in genomic prediction. Despite being seldomly considered in genome-wide association ...

Gene category testing problems involve testing hundreds of null hypotheses that correspond to nodes in a directed acyclic graph. The ...

Tests for the supremacy of a multinomial cell probability are developed. The tested null hypothesis states that a particular cell ...

A new methodology is proposed for estimating the proportion of true null hypotheses in a large collection of tests. Each ...

Microarray technology has become widespread as a means to investigate gene function and metabolic pathways in an organism. A common ...

Multiple regression with correlated explanatory variables is relevant to a broad range of problems in the physical, chemical, and engineering ...