Analyzing Microarray Gene Expression Data

Analyzing Microarray Gene Expression Data
Author :
Publisher : John Wiley & Sons
Total Pages : 366
Release :
ISBN-10 : 9780471726128
ISBN-13 : 0471726125
Rating : 4/5 (125 Downloads)

Book Synopsis Analyzing Microarray Gene Expression Data by : Geoffrey J. McLachlan

Download or read book Analyzing Microarray Gene Expression Data written by Geoffrey J. McLachlan and published by John Wiley & Sons. This book was released on 2005-02-18 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: A multi-discipline, hands-on guide to microarray analysis of biological processes Analyzing Microarray Gene Expression Data provides a comprehensive review of available methodologies for the analysis of data derived from the latest DNA microarray technologies. Designed for biostatisticians entering the field of microarray analysis as well as biologists seeking to more effectively analyze their own experimental data, the text features a unique interdisciplinary approach and a combined academic and practical perspective that offers readers the most complete and applied coverage of the subject matter to date. Following a basic overview of the biological and technical principles behind microarray experimentation, the text provides a look at some of the most effective tools and procedures for achieving optimum reliability and reproducibility of research results, including: An in-depth account of the detection of genes that are differentially expressed across a number of classes of tissues Extensive coverage of both cluster analysis and discriminant analysis of microarray data and the growing applications of both methodologies A model-based approach to cluster analysis, with emphasis on the use of the EMMIX-GENE procedure for the clustering of tissue samples The latest data cleaning and normalization procedures The uses of microarray expression data for providing important prognostic information on the outcome of disease


Analyzing Microarray Gene Expression Data Related Books

Analyzing Microarray Gene Expression Data
Language: en
Pages: 366
Authors: Geoffrey J. McLachlan
Categories: Mathematics
Type: BOOK - Published: 2005-02-18 - Publisher: John Wiley & Sons

GET EBOOK

A multi-discipline, hands-on guide to microarray analysis of biological processes Analyzing Microarray Gene Expression Data provides a comprehensive review of a
Gene Expression Data Analysis
Language: en
Pages: 276
Authors: Pankaj Barah
Categories: Computers
Type: BOOK - Published: 2021-11-08 - Publisher: CRC Press

GET EBOOK

Development of high-throughput technologies in molecular biology during the last two decades has contributed to the production of tremendous amounts of data. Mi
Gene Expression Analysis
Language: en
Pages: 0
Authors: Nalini Raghavachari
Categories: Medical
Type: BOOK - Published: 2018-05-17 - Publisher: Humana

GET EBOOK

This volume provides experimental and bioinformatics approaches related to different aspects of gene expression analysis. Divided in three sections chapters det
Statistical Analysis of Gene Expression Microarray Data
Language: en
Pages: 237
Authors: Terry Speed
Categories: Mathematics
Type: BOOK - Published: 2003-03-26 - Publisher: CRC Press

GET EBOOK

Although less than a decade old, the field of microarray data analysis is now thriving and growing at a remarkable pace. Biologists, geneticists, and computer s
Analysis of Microarray Gene Expression Data
Language: en
Pages: 378
Authors: Mei-Ling Ting Lee
Categories: Science
Type: BOOK - Published: 2007-05-08 - Publisher: Springer Science & Business Media

GET EBOOK

After genomic sequencing, microarray technology has emerged as a widely used platform for genomic studies in the life sciences. Microarray technology provides a