64th ISI World Statistics Congress - Ottawa, Canada

64th ISI World Statistics Congress - Ottawa, Canada

Integrative inference for biological networks

Conference

64th ISI World Statistics Congress - Ottawa, Canada

Format: IPS Abstract

Keywords: "differential, big data, integrated, missing_data

Session: IPS 493 - Recent Advances in Statistical Methods for Biomedical Data Analysis

Tuesday 18 July 4 p.m. - 5:25 p.m. (Canada/Eastern)

Abstract

Complex diseases are usually the consequences of accumulated disturbance of pathways instead of individual contributions of single regulatory elements. Recent advances in high-throughput biotechnologies have generated diverse types and huge amounts of data, which provide unprecedented opportunities to systematically investigate pathway-based disturbances of biological systems and their potential consequences in disease development and progression. This talk will introduce statistical inference of network disturbances leveraging topologies and multi-view biological data