(Ebook) Analysis of Microarray Data: A Network-Based Approach by Frank Emmert-Streib, Matthias Dehmer ISBN 9780470849934, 9780471784074, 9783527313488, 9783527316373, 9783527318223, 3527318224, 0470849932, 0471784079, 3527313486

(Ebook) Analysis of Microarray Data: A Network-Based Approach by Frank Emmert-Streib, Matthias Dehmer ISBN 9780470849934, 9780471784074, 9783527313488, 9783527316373, 9783527318223, 3527318224, 0470849932, 0471784079, 3527313486

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.