Large Scale Statistical Analysis of GEO Datasets
Year: 2014
Type: article
Abstract: The problem addressed here is that of simultaneous treatment of several gene expression datasets, possibly collected under different experimental conditions and/or platforms. Using robust statistics, a large scale statistical analysis has been conducted over $20$ datasets downloaded from the Gene Expression Omnibus repository. The differences between datasets are compared to the variability inside a given dataset. Evidence that meaningful biological information can be extracted by merging different sources is provided.
Source: Gene Technology
Author: Bernard Ycart Konstantina
Language: English
Subfield: Molecular Biology
Domain: Life Sciences
Open Access status: hybrid
Funder: Agence Nationale de la Recherche
OpenAlex ID: W126266341