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Analysis of Microarray Data

Publication Year:
2008
Edition:
1st
Author:
Dehmer, Matthias; Emmert-Streib, Frank
Publisher:
Wiley
ISBN:
978-3-52-731822-3
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  • Description
  • Details
Description
The first book to focus on the application of mathematical networks for analyzing microarray data.

Analyzing microarray data goes well beyond the standard clustering methods traditionally used. The book is for both, scientists using the technique as well as those developing new analysis techniques.

Contents include:
  • 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
Details
Platform:
OvidSP
Publisher:
Wiley
Product Type:
Book
Author:
Dehmer, Matthias; Emmert-Streib, Frank
ISBN:
978-3-52-731822-3
Specialty:
  • Bioinformatics
Language:
English
Edition:
1st
Pages:
438
Publication Year:
2008

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