The Analysis of Gene Expression Data: Methods and Software (Statistics for Biology and Health) 2003
定價
$ 3,598
售價
$ 3,415
數量:
The Analysis of Gene Expression Data: Methods and Software (Statistics for Biology and Health) 2003-需求單
內容簡介
This book presents practical approaches for the analysis of data from gene expression micro-arrays. It describes the conceptual and methodological underpinning for a statistical tool and its implementation in software. The book includes coverage of various packages that are part of the Bioconductor project and several related R tools. The materials presented cover a range of software tools designed for varied audiences.
目次
The analysis of gene expression data : an overview of methods and software / Giovanni Parmigiani [and others]
Visualization and annotation of genomic experiments / Robert Gentleman and Vincent Carey
Bioconductor R packages for exploratory analysis and normalization of cDNA microarray data / Sandrine Dudoit and Jean Yee Hwa Yang
An R package for analyses of affymetriz oligonucleotide arrays / Rafael A. Irizarry, Laurent Gautier, and Leslie M. Cope
DNA-Chip analyzer (dChip) / Cheng Li and Wing Hung Wong
Expression profiler / Jaak Vilo [and others]
An S-PLUS library for the analysis and visualization of differential expression / Jae K. Lee and Michael O'Connell
DRAGON and DRAGON view: methods for the annotation, analysis, and visualization of large-scale gene expression data / Christopher M.L.S. Bouton [and others]
SNOMAD : biologist-friendly web tools for the standardization and NOrmalization of microarray data / Carlo Colantuoni [and others]
Microarray analysis using the MicroArray explorer / Peter F. Lemkin, Gregory C. Thornwall, and Jai Evans
Parametric empirical Bayes methods for microarrays / Michael A. Newton and Christina Kendziorski
SAM thresholding and false discovery rates for detecting differential gene expression in DNA microarrays / John D. Storey and Robert Tibshirani
Adaptive gene picking with microarray data : detecting important low abundance signals / Yi Lin [and others]
MAANOVA : a software package for the analysis of spotted cDNA microarray experiments / Hao Wu [and others]
GeneClust / Kim-Anh Do, Bradley Broom, and Sijin Wen
POE : statistical methods for qualitative analysis of gene expression / Elizabeth S. Garrett and Giovanni Parmigiani
Bayesian decomposition / Michael F. Ochs
Bayesian clustering of gene expression dynamics / Paola Sebastiani, Marco Ramoni, and Isaac S. Kohane
Relevance networks : a first step toward finding genetic regulatory networks within microarray data / Atul J. Butte and Isaac S. Kohane
ISBN-13碼 :
9780387955773
出版日期 :
2003
ISBN-10碼 :
0387955771
書系代碼 :
49023
作者 :
Giovanni Parmigiani．Elizabeth S. Garett．Rafael A. Irizarry．Scott L. Zeger
開數 :
16開
頁數 :
455
裝訂 :
精裝
定價 :
3598
