Leiden University Scholarly Publications

Kpogbezan, G.B. 2018

Prior information and variational Bayes in high dimensional statistical network inference

Doctoral Thesis

open access

2019-12-10T00:00:00Z; 2019-12-10T00:00:00Z

This thesis develops statistical methods for the analysis of high dimensional data: high dimensional networks reconstruction (Chapters 1-4), incorporation of prior information in networks... Show moreThis thesis develops statistical methods for the analysis of high dimensional data: high dimensional networks reconstruction (Chapters 1-4), incorporation of prior information in networks reconstruction (Chapters 2-4), incorporation of prior knowledge in genetic association studies (Chapter 3). Show less