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Science/Engineering Analysis of Microarray Data

Posted on 2010-03-16




Name:Science/Engineering Analysis of Microarray Data
ASIN/ISBN:3527318224
Language:English
File size:4.2 Mb
Publish Date: 2008-04-18
ISBN: 3527318224
Pages: 438
File Type: PDF
File Size: 4.20 MB
Other Info: Wiley-VCH
   Science/Engineering Analysis of Microarray Data

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Matthias Dehmer, Frank Emmert-Streib "Analysis of Microarray Data"

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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