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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.
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.
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. 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.
| Erscheinungsjahr: | 2005 |
|---|---|
| Fachbereich: | Allgemeines |
| Genre: | Biologie |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Buch |
| Seiten: | 496 |
| Reihe: | Statistics for Biology and Health |
| Inhalt: |
xix
474 S. |
| ISBN-13: | 9780387251462 |
| ISBN-10: | 0387251464 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | HC runder Rücken kaschiert |
| Einband: | Gebunden |
| Redaktion: |
Gentleman, Robert
Carey, Vincent Dudoit, Sandrine Irizarry, Rafael Huber, Wolfgang |
| Herausgeber: | Robert Gentleman/Vincent Carey/Wolfgang Huber et al |
| Auflage: | 2005 |
| Hersteller: |
Springer New York
Springer US, New York, N.Y. Statistics for Biology and Health |
| Maße: | 241 x 160 x 35 mm |
| Von/Mit: | Robert Gentleman (u. a.) |
| Erscheinungsdatum: | 31.08.2005 |
| Gewicht: | 0,995 kg |
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. 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.
| Erscheinungsjahr: | 2005 |
|---|---|
| Fachbereich: | Allgemeines |
| Genre: | Biologie |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Buch |
| Seiten: | 496 |
| Reihe: | Statistics for Biology and Health |
| Inhalt: |
xix
474 S. |
| ISBN-13: | 9780387251462 |
| ISBN-10: | 0387251464 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | HC runder Rücken kaschiert |
| Einband: | Gebunden |
| Redaktion: |
Gentleman, Robert
Carey, Vincent Dudoit, Sandrine Irizarry, Rafael Huber, Wolfgang |
| Herausgeber: | Robert Gentleman/Vincent Carey/Wolfgang Huber et al |
| Auflage: | 2005 |
| Hersteller: |
Springer New York
Springer US, New York, N.Y. Statistics for Biology and Health |
| Maße: | 241 x 160 x 35 mm |
| Von/Mit: | Robert Gentleman (u. a.) |
| Erscheinungsdatum: | 31.08.2005 |
| Gewicht: | 0,995 kg |
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