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110429s2011 xxu| s |||| 0|eng d |
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|a 9781441988195
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|a 10.1007/978-1-4419-8819-5
|2 doi
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| 040 |
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|a Sistema de Bibliotecas del Tecnológico de Costa Rica
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| 100 |
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|a Horvath, Steve.
|e author.
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|a Weighted Network Analysis :
|b Applications in Genomics and Systems Biology /
|c by Steve Horvath.
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|a 1st ed. 2011.
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|a New York, NY :
|b Springer New York :
|b Imprint: Springer,
|c 2011.
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|a XXIII, 421 p. :
|b online resource.
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|a text
|b txt
|2 rdacontent
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|a computer
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|2 rdamedia
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|a online resource
|b cr
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|a 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.
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|a Systems biology.
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|a Bioinformatics.
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|a Human genetics.
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|a Bioinformatics .
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|a Computational biology .
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|a Systems Biology.
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|a Bioinformatics.
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|a Human Genetics.
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|a Computer Appl. in Life Sciences.
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|a SpringerLink (Online service)
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|t Springer eBooks
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