Statistical Analysis of Gene Expression Profile: Transcription Network Inference and Sample Classification

The copious information generated from transcriptomes gives us an opportunity to learn biological processes as integrated systems; however, due to numerous sources of variation, high dimensions of data structure, various levels of data quality, and different formats of the inputs, dissecting and int...

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Bibliographic Details
Main Author: Bing, Nan
Other Authors: Genetics, Bioinformatics, and Computational Biology
Format: Others
Published: Virginia Tech 2011
Subjects:
Online Access:http://hdl.handle.net/10919/11139
http://scholar.lib.vt.edu/theses/available/etd-04192004-011825