Catalog

Weighted Network Analysis Applications in Genomics and Systems Biology [electronic resource] :

  • Horvath, Steve. author.
  • 2011
Weighted Network Analysis Applications in Genomics and Systems Biology [electronic resource] :
  • Data Type
    Book
  • Title/Author
    Weighted Network Analysis[electronic resource] :Applications in Genomics and Systems Biology / by Steve Horvath.
  • Author
    Horvath, Steve., author.
  • Authors
    SpringerLink (Online service)
  • Phy Desc.
    XXIII, 421 p. : online resource.
  • Contents Note
    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.
  • Topical Term
    Life sciences.
    Human genetics.
    Bioinformatics.
    Systems biology.
    Computational biology.
    Life Sciences.
    Systems Biology.
    Bioinformatics.
    Human Genetics.
    Computer Appl. in Life Sciences.
  • Host Item
    Springer eBooks
  • Additional Item
    Printed edition: 9781441988188
  • ISBN
    9781441988195
  • Language
    English