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Book synopsis

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 NetworksThe book is for both, scientists using the technique as well as those developing new analysis techniques.

Book details

Book category Books in English Mathematics & science Biology, life sciences Life sciences: general issues

• Full title: Analysis of Microarray Data - A Network-Based Approach
• Author: Matthias Dehmer, Frank Emmert-Streib
• Language: English
• Binding: Hardback
• Number of pages: 438
• EAN: 9783527318223
• ISBN: 3527318224
• ID: 01550684
• Publisher: Wiley-VCH Verlag GmbH
• Weight: 952 g
• Dimensions: 244 × 178 × 25 mm
• Date of publishing: 13. February 2008

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