Genomic aggregation effects and Simpson's paradox Journal Article


Author: Brimacombe, Michael
Article Title: Genomic aggregation effects and Simpson's paradox
Abstract: Genomic studies have become commonplace, with thousands of gene expressions typically collected on single or multiple platforms and analyzed. Unaccounted time-ordered or epigenetic aspects of genetic expression may lead to a version of Simpson's paradox, ie, time-aggregated overall effects that do not reflect within strata patterns. Without clear functional models to motivate clustering and fitting algorithms, these confounding related issues require consideration. Several basic examples motivate discussion and more appropriate models for analysis of expression data are reviewed.
Keywords: Simpson's paradox, aggregation effects, mediation, genomics
Journal Title: Open Access Medical Statistics
ISSN: 2230-3251
Publisher: Unknown  
Date Published: 2014-01-08
DOI/URL: