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Microarray Bioinformatics

2003-09-08 Medical
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Release : 2003-09-08
Genre : Medical
Kind : eBook
Book Rating : 879/5 ( reviews)

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Book Synopsis Microarray Bioinformatics by : Dov Stekel

Download or read book Microarray Bioinformatics written by Dov Stekel. This book was released on 2003-09-08. Available in PDF, EPUB and Kindle. Book excerpt: This book is a comprehensive guide to all of the mathematics, statistics and computing you will need to successfully operate DNA microarray experiments. It is written for researchers, clinicians, laboratory heads and managers, from both biology and bioinformatics backgrounds, who work with, or who intend to work with microarrays. The book covers all aspects of microarray bioinformatics, giving you the tools to design arrays and experiments, to analyze your data, and to share your results with your organisation or with the international community. There are chapters covering sequence databases, oligonucleotide design, experimental design, image processing, normalisation, identifying differentially expressed genes, clustering, classification and data standards. The book is based on the highly successful Microarray Bioinformatics course at Oxford University, and therefore is ideally suited for teaching the subject at postgraduate or professional level.

Microarray Bioinformatics

2019-05-22 Science
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Release : 2019-05-22
Genre : Science
Kind : eBook
Book Rating : 410/5 ( reviews)

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Book Synopsis Microarray Bioinformatics by : Verónica Bolón-Canedo

Download or read book Microarray Bioinformatics written by Verónica Bolón-Canedo. This book was released on 2019-05-22. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive, interdisciplinary collection of the main, up-to-date methods, tools, and techniques for microarray data analysis, covering the necessary steps for the acquisition of the data, its preprocessing, and its posterior analysis. Featuring perspectives from biology, computer science, and statistics, the volume explores machine learning methods such as clustering, feature selection, classification, data normalization, and missing value imputation, as well as the statistical analysis of the data and the most popular computer tools to analyze microarray data. Written for the highly successful Methods in Molecular Biology series, chapters include the kind of detailed implementation advice that will aid researchers in getting successful results. Cutting-edge and authoritative, Microarray Bioinformatics serves as an ideal guide for researchers and graduate students in bioinformatics, with basic knowledge in biology and computer science, and with a view to work with microarray datasets.

Next Generation Microarray Bioinformatics

2011-12-02 Science
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Release : 2011-12-02
Genre : Science
Kind : eBook
Book Rating : 998/5 ( reviews)

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Book Synopsis Next Generation Microarray Bioinformatics by : Junbai Wang

Download or read book Next Generation Microarray Bioinformatics written by Junbai Wang. This book was released on 2011-12-02. Available in PDF, EPUB and Kindle. Book excerpt: Recent improvements in the efficiency, quality, and cost of genome-wide sequencing have prompted biologists and biomedical researchers to move away from microarray-based technology to ultra high-throughput, massively parallel genomic sequencing (Next Generation Sequencing, NGS) technology. In Next Generation Microarray Bioinformatics: Methods and Protocols, expert researchers in the field provide techniques to bring together current computational and statistical methods to analyze and interpreting both microarray and NGS data. These methods and techniques include resources for microarray bioinformatics, microarray data analysis, microarray bioinformatics in systems biology, next generation sequencing data analysis, and emerging applications of microarray and next generation sequencing. Written in the highly successful Methods in Molecular BiologyTM series format, the chapters include the kind of detailed description and implementation advice that is crucial for getting optimal results in the laboratory. Authoritative and practical, Next Generation Microarray Bioinformatics: Methods and Protocols seeks to aid scientists in the further study of this crucially important research into the human DNA.

Bioinformatics and Computational Biology Solutions Using R and Bioconductor

2005-12-29 Computers
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Release : 2005-12-29
Genre : Computers
Kind : eBook
Book Rating : 620/5 ( reviews)

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Book Synopsis Bioinformatics and Computational Biology Solutions Using R and Bioconductor by : Robert Gentleman

Download or read book Bioinformatics and Computational Biology Solutions Using R and Bioconductor written by Robert Gentleman. This book was released on 2005-12-29. Available in PDF, EPUB and Kindle. Book excerpt: Full four-color book. Some of the editors created the Bioconductor project and Robert Gentleman is one of the two originators of R. All methods are illustrated with publicly available data, and a major section of the book is devoted to fully worked case studies. 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.

Microarray Gene Expression Data Analysis

2009-04-01 Science
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Release : 2009-04-01
Genre : Science
Kind : eBook
Book Rating : 565/5 ( reviews)

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Book Synopsis Microarray Gene Expression Data Analysis by : Helen Causton

Download or read book Microarray Gene Expression Data Analysis written by Helen Causton. This book was released on 2009-04-01. Available in PDF, EPUB and Kindle. Book excerpt: This guide covers aspects of designing microarray experiments and analysing the data generated, including information on some of the tools that are available from non-commercial sources. Concepts and principles underpinning gene expression analysis are emphasised and wherever possible, the mathematics has been simplified. The guide is intended for use by graduates and researchers in bioinformatics and the life sciences and is also suitable for statisticians who are interested in the approaches currently used to study gene expression. Microarrays are an automated way of carrying out thousands of experiments at once, and allows scientists to obtain huge amounts of information very quickly Short, concise text on this difficult topic area Clear illustrations throughout Written by well-known teachers in the subject Provides insight into how to analyse the data produced from microarrays

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