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Książka Bioinformatics and Computational Biology Solutions Using R and Bioconductor Vincent Carey

Bioinformatics and Computational Biology Solutions Using R and Bioconductor

Autor: Vincent Carey
Język: Angielski
Oprawa: Twarda
Wydawca: Springer-Verlag New York Inc.
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-13 dni
929.36 zł
Bioconductor is a widely used open source and open development software project for the analysis and...

Informacje o książce

Autor
Vincent Carey
Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2005
strony
474
EAN
9780387251462
ISBN
0387251464
Enbook ID
01296518
Wydawca
Springer-Verlag New York Inc.
Waga
974
Wymiary
165 x 242 x 35

Pełny opis

Bioconductor is a widely used open source and open development software project for the analysis and comprehension of data arising from high-throughput experimentation in genomics and molecular biology. Bioconductor is rooted in the open source statistical computing environment R.§This volume's coverage is broad and ranges across most of the key capabilities of the Bioconductor project, including importation and preprocessing of high-throughput data from microarray, proteomic, and flow cytometry platforms:§Curation and delivery of biological metadata for use in statistical modeling and interpretation§Statistical analysis of high-throughput data, including machine learning and visualization§Modeling and visualization of graphs and networks§The developers of the software, who are in many cases leading academic researchers, jointly authored chapters. All methods are illustrated with publicly available data, and a major section of the book is devoted to exposition of fully worked case studies.§This book is more than a static collection of descriptive text, figures, and code examples that were run by the authors to produce the text; it is a dynamic document. Code underlying all of the computations that are shown is made available on a companion website, and readers can reproduce every number, figure, and table on their own computers.

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