Challenges and Approaches to Statistical Design and Inference in High Dimensional Investigations

Abstract

Part II, Networks, Pathways, Statistical Issues, and Novel Computational Tools, includes this particular chapter on the unique statistical challenges and approaches relating to high-dimensional biological research. Permeating these challenges is the need to generate research conclusions that statisticians deem competent and biologists find useful.