Weighted Network Analysis

Applications in Genomics and Systems Biology

Specificaties
Gebonden, 421 blz. | Engels
Springer New York | 2011e druk, 2011
ISBN13: 9781441988188
Rubricering
Juridisch :
Springer New York 2011e druk, 2011 9781441988188
€ 240,99
Levertijd ongeveer 9 werkdagen
Gratis verzonden

Samenvatting

High-throughput measurements of gene expression and genetic marker data facilitate systems biologic and systems genetic data analysis strategies. Gene co-expression networks have been used to study a variety of biological systems, bridging the gap from individual genes to biologically or clinically important emergent phenotypes.

Specificaties

ISBN13:9781441988188
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:421
Uitgever:Springer New York
Druk:2011

Inhoudsopgave

Preface.- Networks and fundamental concepts.- Approximately factorizable networks.- Different type of network concepts.- Adjacency functions and their topological effects.- Correlation and gene co-expression networks.- Geometric interpretation of correlation networks using the singular value decomposition.- Constructing networks from matrices.- Clustering Procedures and module detection.- Evaluating whether a module is preserved in another network.- Association and statistical significance measures.- Structural equation models and directed networks.- Integrated weighted correlation network analysis of mouse liver gene expression data.- Networks based on regression models and prediction methods.- Networks between categorical or discretized numeric variables.- Networks based on the joint probability distribution of random variables.- Index.

Net verschenen

€ 240,99
Levertijd ongeveer 9 werkdagen
Gratis verzonden

Rubrieken

    Personen

      Trefwoorden

        Weighted Network Analysis