Bioinformatics and Computational Biology Solutions Using R and Bioconductor
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.
| ISBN: | 9780387251462 |
|---|---|
| Sprache: | Englisch |
| Seitenzahl: | 474 |
| Produktart: | Gebunden |
| Herausgeber: | Carey, Vincent Dudoit, Sandrine Gentleman, Robert Huber, Wolfgang Irizarry, Rafael |
| Verlag: | Springer US |
| Veröffentlicht: | 31.08.2005 |
| Schlagworte: | Annotation DNA Processing bioinformatics biology calculus classification cluster analysis data analysis genes |