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Bioinformatics and Computational Biology Solutions Using R and Bioconductor

Bioinformatics and Computational Biology Solutions Using R and Bioconductor
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Field name Details
Dewey Class 570.285
Title Bioinformatics and Computational Biology Solutions Using R and Bioconductor ([Ebook]) / edited by Robert Gentleman, Vincent J. Carey, Wolfgang Huber, Rafael A. Irizarry, Sandrine Dudoit.
Added Personal Name Carey, Vincent J.
Dudoit, Sandrine
Huber, Wolfgang
Irizarry, Rafael A.
Gentleman, Robert
Other name(s) SpringerLink (Online service)
Publication New York, NY : Springer , 2005.
Physical Details : 1 online resource
Series Statistics for Biology and Health 1431-8776
ISBN 9780387293622
Summary Note Preprocessing overview -W. Huber, R. A. Irizarry, R. Gentleman.- Preprocessing High-density Oligonucleotide Arrays -B. M. Bolstad, R. A. Irizarry, L. Gautier, Z. Wu.- Quality Assessment of Affymetrix GeneChip Data -B. M. Bolstad, F. Collin, J. Brettschneider, K. Simpson, L. Cope, R. Irizarry, T. P. Speed.- Preprocessing Two-color Spotted Arrays -Y. H. Yang and A. C. Paquet.- Cell-based assays-W. Huber and F. Hahne.- SELDI-TOF Mass Spectrometry Protein Data -X. Li, R. Gentleman, X. Lu, Q. Shi, J.D. Iglehart, L. Harris and A. Miron.- Meta-data Resources and Tools in Bioconductor-R. Gentleman, V. J. Carey, and J. Zhang .- Querying on line resources -V. J. Carey, D. Temple Lang, J. Gentry, J. Zhang and R.Gentleman.- Interactive Outputs -C. A. Smith, W. Huber and R. Gentleman.- Visualizing Data-W.Huber, X. Li and R. Gentleman.- Analysis overview-V.J. Carey and R. Gentleman.- Distance Measures in DNA Microarray Data Analysis-R. Gentleman, B. Ding, S. Dudoit, and J. Ibrahim.- Cluster Analysis of Genomic Data -K. S. Pollard and M. J. van der Laan.- Analysis of differential gene expression studies-D. Scholtens and A. von Heydebreck.- Multiple Testing Procedures: R multtest Package and Applications to Genomics -K. S. Pollard, S. Dudoit, and M. J. van der Laan.- Machine learning concepts and tools for statistical genomics-V. J. Carey.- Ensemble methods of computational inference -T. Hothorn, M. Dettling, P. Buhlmann.- Browser-Based Affymetrix Analysis and Annotation -C. A. Smith.- Introduction and motivating examples-R. Gentleman, W. Huber and V. J. Carey.- Graphs-W. Huber, R. Gentleman and V. J. Carey.-Bioconductor software for graphs -V. J. Carey, R. Gentleman, W. Huber and J. Gentry.- Case Studies using Graphs on Biological Data-R. Gentleman, D. Scholtens, B. Ding, V. J. Carey, and W. Huber.- Limma: Linear Models for Microarray Data -G. K. Smyth.- Classification with Gene Expression Data -M. Dettling.- From Cel files toannotated lists of interesting genes -R. A. Irizarry:
System details note Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users)
Internet Site http://dx.doi.org/10.1007/0-387-29362-0
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