Methods of Microarray Data Analysis, Simon M. Lin; Kimberly F. Johnson

Автор: Berrar Daniel P., Dubitzky Werner, Granzow Martin
Название: A Practical Approach to Microarray Data Analysis
ISBN: 1402072600 ISBN-13(EAN): 9781402072604
Издательство: Springer
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Описание: A Practical Approach to Microarray Data Analysis is for all life scientists, statisticians, computer experts, technology developers, managers, and other professionals tasked with developing, deploying, and using microarray technology including the necessary computational infrastructure and analytical tools. The book addresses the requirement of scientists and researchers to gain a basic understanding of microarray analysis methodologies and tools. It is intended for students, teachers, researchers, and research managers who want to understand the state of the art and of the presented methodologies and the areas in which gaps in our knowledge demand further research and development. The book is designed to be used by the practicing professional tasked with the design and analysis of microarray experiments or as a text for a senior undergraduate- or graduate level course in analytical genetics, biology, bioinformatics, computational biology, statistics and data mining, or applied computer science. Key topics covered include: -Format of result from data analysis, analytical modeling/experimentation; -Validation of analytical results; -Data analysis/Modeling task; -Analysis/modeling tools; -Scientific questions, goals, and tasks; -Application; -Data analysis methods; -Criteria for assessing analysis methodologies, models, and tools.

Автор: Mei-Ling Ting Lee
Название: Analysis of Microarray Gene Expression Data
ISBN: 1475788231 ISBN-13(EAN): 9781475788235
Издательство: Springer
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Цена: 20962.00 р.
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Описание: After genomic sequencing, microarray technology has emerged as a widely used platform for genomic studies in the life sciences. With the abundance of data produced from microarray studies, however, the ultimate impact of the studies on biology will depend heavily on data mining and statistical analysis.

Автор: Jennifer S. Shoemaker; Simon M. Lin
Название: Methods of Microarray Data Analysis IV
ISBN: 1489987843 ISBN-13(EAN): 9781489987846
Издательство: Springer
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Цена: 19564.00 р.
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Описание: As studies using microarray technology have evolved, so have the data analysis methods used to analyze these experiments. The CAMDA conference plays a role in this evolving field by providing a forum in which investors can analyze the same data sets using different methods. Methods of Microarray Data Analysis IV is the fourth book in this series, and focuses on the important issue of associating array data with a survival endpoint. Previous books in this series focused on classification (Volume I), pattern recognition (Volume II), and quality control issues (Volume III). In this volume, four lung cancer data sets are the focus of analysis. We highlight three tutorial papers, including one to assist with a basic understanding of lung cancer, a review of survival analysis in the gene expression literature, and a paper on replication. In addition, 14 papers presented at the conference are included. This book is an excellent reference for academic and industrial researchers who want to keep abreast of the state of the art of microarray data analysis. Jennifer Shoemaker is a faculty member in the Department of Biostatistics and Bioinformatics and the Director of the Bioinformatics Unit for the Cancer and Leukemia Group B Statistical Center, Duke University Medical Center. Simon Lin is a faculty member in the Department of Biostatistics and Bioinformatics and the Manager of the Duke Bioinformatics Shared Resource, Duke University Medical Center.

Автор: Patrick McConnell; Simon Lin; Patrick Hurban
Название: Methods of Microarray Data Analysis V
ISBN: 1441941797 ISBN-13(EAN): 9781441941794
Издательство: Springer
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Цена: 18167.00 р.
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Описание: This book is dedicated solely to the analysis of microarray data. Its unique approach of presenting different methods by analyzing the same data set shows the strengths and weakness of each method. Part of the book is devoted to review papers, which provide a more general look at various analytical approaches.

Автор: Michael J. Korenberg
Название: Microarray Data Analysis
ISBN: 1627039090 ISBN-13(EAN): 9781627039093
Издательство: Springer
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Цена: 18167.00 р.
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Описание: In this new volume, renowned authors contribute fascinating, cutting-edge insights into microarray data analysis. Information on an array of topics is included in this innovative book including in-depth insights into presentations of genomic signal processing.

Автор: Simon M. Lin (Editor), Kimberly F. Johnson
Название: Methods of Microarray Data Analysis II: Papers from CAMDA `01
ISBN: 1475788312 ISBN-13(EAN): 9781475788310
Издательство: Springer
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Цена: 13974.00 р.
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Описание: In a single reference, readers can learn about the most up-to-date methods, ranging from data normalization, feature selection, and discriminative analysis to machine learning techniques. Methods of Microarray Data Analysis II focuses on a single data set, using a different method of analysis in each chapter.

Автор: Andrei Y. Yakovlev; Lev Klebanov; Daniel Gaile
Название: Statistical Methods for Microarray Data Analysis
ISBN: 1493950797 ISBN-13(EAN): 9781493950799
Издательство: Springer
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Описание: In Statistical Methods for Microarray Data Analysis: Methods and Protocols, expert researchers in the field detail many methods and techniques used to study microarrays, guiding the reader from microarray technology to statistical problems of specific multivariate data analysis.

Автор: Kimberly F. Johnson; Simon M. Lin
Название: Methods of Microarray Data Analysis III
ISBN: 1475785046 ISBN-13(EAN): 9781475785043
Издательство: Springer
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Описание: Three tutorial papers are presented to assist with a basic understanding of underlying principles in microarray data analysis, and twelve new papers are highlighted analyzing the same CAMDA`02 datasets: the Project Normal data set or the Affymetrix Latin Square data set.

Автор: Daniel P. Berrar; Werner Dubitzky; Martin Granzow
Название: A Practical Approach to Microarray Data Analysis
ISBN: 1441912266 ISBN-13(EAN): 9781441912268
Издательство: Springer
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Цена: 7836.00 р.
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Описание: The book addresses the requirement of scientists and researchers to gain a basic understanding of microarray analysis methodologies and tools.