Analysis of Microarray Data: A Network-Based Approach Frank Emmert-Streib

ISBN: 9783527318223

Published: April 1st 2008

Hardcover

418 pages


Description

Analysis of Microarray Data: A Network-Based Approach  by  Frank Emmert-Streib

Analysis of Microarray Data: A Network-Based Approach by Frank Emmert-Streib
April 1st 2008 | Hardcover | PDF, EPUB, FB2, DjVu, AUDIO, mp3, RTF | 418 pages | ISBN: 9783527318223 | 3.16 Mb

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 PreprocessingMoreThis 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.



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