ENGLISH

Analysis of Microarray Data: A Network-Based Approach

By Frank Emmert-Streib , Matthias Dehmer

Book information

Publisher
Wiley-VCH
Year
2008
ISBN
3527318224, 9783527318223, 9783527316373, 9780471784074, 9783527313488, 9780470849934
Open Library ID
OL12767535M
Language
english
Format
PDF
Filesize
5 MB (5252514 bytes)
Edition
1
Pages
439\439
Library
duansci.com
Time added
2010-05-17 00:23:50

Description

This book is the first to focus on the application of mathematical networks for analyzing microarray data. This method goes well beyond the standard clustering methods traditionally used. From the contents: Understanding and Preprocessing Microarray Data Clustering of Microarray Data Reconstruction of the Yeast Cell Cycle by Partial Correlations of Higher Order Bilayer Verification Algorithm Probabilistic Boolean Networks as Models for Gene Regulation Estimating Transcriptional Regulatory Networks by a Bayesian Network Analysis of Therapeutic Compound Effects Statistical Methods for Inference of Genetic Networks and Regulatory Modules Identification of Genetic Networks by Structural Equations Predicting Functional Modules Using Microarray and Protein Interaction Data Integrating Results from Literature Mining and Microarray Experiments to Infer Gene Networks The book is for both, scientists using the technique as well as those developing new analysis techniques.

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