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Methods of Microarray Data Analysis II: Papers from CAMDA `01, Simon M. Lin (Editor), Kimberly F. Johnson



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Автор: Simon M. Lin (Editor), Kimberly F. Johnson
Название:  Methods of Microarray Data Analysis II: Papers from CAMDA `01
Перевод названия: Саймон М. Лин: Методы анализа данных с помощью микрочипов
ISBN: 9781475788310
Издательство: Springer
Классификация:
ISBN-10: 1475788312
Обложка/Формат: Paperback
Страницы: 214
Вес: 0.361 кг.
Дата издания: 14.04.2013
Язык: English
Издание: Softcover reprint of
Иллюстрации: 21 black & white illustrations, biography
Размер: 234 x 156 x 12
Читательская аудитория: Professional & vocational
Подзаголовок: Papers from camda `01
Ссылка на Издательство: Link
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Поставляется из: Германии



A Practical Approach to Microarray Data Analysis

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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Цена: 11549 р.
Наличие на складе: Есть (1 шт.)
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.

Methods of Microarray Data Analysis

Автор: Lin Simon M., Johnson Kimberly F.
Название: Methods of Microarray Data Analysis
ISBN: 0792375645 ISBN-13(EAN): 9780792375647
Издательство: Springer
Цена: 20211 р.
Наличие на складе: Поставка под заказ.

Описание: Microarray technology is a major experimental tool for functional genomic explorations, and will continue to be a major tool throughout this decade and beyond. The recent explosion of this technology threatens to overwhelm the scientific community with massive quantities of data. Because microarray data analysis is an emerging field, very few analytical models currently exist. Methods of Microarray Data Analysis is one of the first books dedicated to this exciting new field. 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. Currently, there are no standard procedures for the design and analysis of microarray experiments. Methods of Microarray Data Analysis focuses on two well-known data sets, using a different method of analysis in each chapter. Real examples expose the strengths and weaknesses of each method for a given situation, aimed at helping readers choose appropriate protocols and utilize them for their own data set. In addition, web links are provided to the programs and tools discussed in several chapters. This book is an excellent reference not only for academic and industrial researchers, but also for core bioinformatics/genomics courses in undergraduate and graduate programs.

Methods of Microarray Data Analysis V

Автор: McConnell Patrick, Lin Simon M., Hurban Patrick
Название: Methods of Microarray Data Analysis V
ISBN: 038734568X ISBN-13(EAN): 9780387345680
Издательство: Springer
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Цена: 15014 р.
Наличие на складе: Поставка под заказ.

Описание: As studies using microarray technology have evolved, so have the data analysis methods used to analyze these experiments. The CAMDA (Critical Assessment of Microarray Data Analysis) conference was the first to establish a forum for a cross section of researchers to look at a common data set and apply innovative analytical techniques to microarray data. Methods of Microarray Analysis V includes selected papers from CAMDA'04, and focuses on data sets relating to a significant global health issue, malaria. Previous books focused on classification (V. I), pattern recognition (V. II), quality control issues (V. III), and associating array data with a survival endpoint, lung cancer, (V. IV). The contributions come from research fields including statistics, biology, computer science and mathematics. Part of the book is devoted to review papers, which provide a more general look at various analytical approaches. It also presents some background readings for the advanced topics discussed in the CAMDA papers.

Methods of Microarray Data Analysis II

Автор: Lin Simon M., Johnson Kimberly F.
Название: Methods of Microarray Data Analysis II
ISBN: 1402071116 ISBN-13(EAN): 9781402071119
Издательство: Springer
Рейтинг:
Цена: 23100 р.
Наличие на складе: Поставка под заказ.

Описание: Microarray technology is a major experimental tool for functional genomic explorations, and will continue to be a major tool throughout this decade and beyond. The recent explosion of this technology threatens to overwhelm the scientific community with massive quantities of data. Because microarray data analysis is an emerging field, very few analytical models currently exist. Methods of Microarray Data Analysis II is the second book in this pioneering series dedicated to this exciting new field. 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. Currently, there are no standard procedures for the design and analysis of microarray experiments. Methods of Microarray Data Analysis II focuses on a single data set, using a different method of analysis in each chapter. Real examples expose the strengths and weaknesses of each method for a given situation, aimed at helping readers choose appropriate protocols and utilize them for their own data set. In addition, web links are provided to the programs and tools discussed in several chapters. This book is an excellent reference not only for academic and industrial researchers, but also for core bioinformatics/genomics courses in undergraduate and graduate programs.

Methods of Microarray Data Analysis III

Автор: Johnson Kimberly F., Lin Simon M.
Название: Methods of Microarray Data Analysis III
ISBN: 1402075820 ISBN-13(EAN): 9781402075827
Издательство: Springer
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Цена: 9812 р.
Наличие на складе: Поставка под заказ.

Описание: As microarray technology has matured, data analysis methods have advanced as well. Methods Of Microarray Data Analysis III is the third book in this pioneering series dedicated to the existing new field of microarrays. While initial techniques focused on classification exercises (volume I of this series), and later on pattern extraction (volume II of this series), this volume focuses on data quality issues. Problems such as background noise determination, analysis of variance, and errors in data handling are highlighted. 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. A comparative study of these analytical methodologies brings to light problems, solutions and new ideas. This book is an excellent reference for academic and industrial researchers who want to keep abreast of the state of art of microarray data analysis.

Methods of Microarray Data Analysis IV

Автор: Shoemaker Jennifer S., Lin Simon M.
Название: Methods of Microarray Data Analysis IV
ISBN: 0387230742 ISBN-13(EAN): 9780387230740
Издательство: Springer
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Цена: 19056 р.
Наличие на складе: Поставка под заказ.

Описание: As studies using microarray technology have evolved, so have the data analysis methods used to analyze these experiments. This volume focuses on the important issue of associating array data with a survival endpoint. It has four lung cancer data sets as the focus of analysis. It serves as a reference for academic and industrial researchers.

Microarray Image and Data Analysis

Автор: Rueda Luis
Название: Microarray Image and Data Analysis
ISBN: 1466586826 ISBN-13(EAN): 9781466586826
Издательство: Taylor&Francis
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Цена: 14438 р.
Наличие на складе: Невозможна поставка.

Описание: Microarray Image and Data Analysis: Theory and Practice is a compilation of the latest and greatest microarray image and data analysis methods from the multidisciplinary international research community. Delivering a detailed discussion of the biological aspects and applications of microarrays, the book: Describes the key stages of image processing, gridding, segmentation, compression, quantification, and normalization Features cutting-edge approaches to clustering, biclustering, and the reconstruction of regulatory networks Covers different types of microarrays such as DNA, protein, tissue, and low- and high-density oligonucleotide arrays Examines the current state of various microarray technologies, including their availability and affordability Explains how data generated by microarray experiments are analyzed to obtain meaningful biological conclusions An essential reference for academia and industry, Microarray Image and Data Analysis: Theory and Practice provides readers with valuable tools and techniques that extend to a wide range of biological studies and microarray platforms.

Exploration and Analysis of DNA Microarray and Protein Array Data

Автор: Dhammika Amaratunga
Название: Exploration and Analysis of DNA Microarray and Protein Array Data
ISBN: 0471273988 ISBN-13(EAN): 9780471273981
Издательство: Wiley
Цена: 8106 р.
Наличие на складе: Поставка под заказ.

Описание: The emergence of genomics, the study of genes, is one of the major scientific revolutions of this century. Microarrays, a method used to analyze numerous DNA samples rapidly, enables scientists to make sense of this mountain of data using statistical analysis. They are being used in such areas of biomedical research as studying patterns for gene activity that cause cancers tpread. This book presents a comprehensive methodology for analyzing DNA microarray and protein array data. The most comprehensive treatment of this important emerging field, Exploration and Analysis of DNA Microarray and Protein Array Data includes: A review of basic molecular biology and a chapter introducing microarrays and their preparation Chapters on processing scanned images, preprocessing microarray data, group comparative experiments, and other designs Discussions of clustering, protein arrays, and applications for diagnostic tools Ample exercises assist absorbtion

Exploration and Analysis of DNA Microarray and Other High Dimensional Data, 2nd Edition

Автор: Amaratunga
Название: Exploration and Analysis of DNA Microarray and Other High Dimensional Data, 2nd Edition
ISBN: 1118356330 ISBN-13(EAN): 9781118356333
Издательство: Wiley
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Цена: 13888 р.
Наличие на складе: Поставка под заказ.

Описание: Praise for the First Edition extremely well written a comprehensive and up-to-date overview of this important field. Journal of Environmental Quality Exploration and Analysis of DNA Microarray and Other High-Dimensional Data, Second Edition

Statistical Analysis of Gene Expression Microarray Data

Автор: Speed
Название: Statistical Analysis of Gene Expression Microarray Data
ISBN: 1584883278 ISBN-13(EAN): 9781584883272
Издательство: Taylor&Francis
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Цена: 13750 р.
Наличие на складе: Невозможна поставка.

Описание: Written by pre-eminent world authorities in the field, this book is the definitive reference for the statistical analysis of genetic microarray data. Starting from the first steps of genetic microarray data analysis, the book covers the most important topics and common methodologies for analyzing gene expression data, including preprocessing issues, experiment design, classification, and clustering. These discussions provide the tools and guidance needed by biologists, geneticists, and statisticians working in the analysis of genetic data. The presentation level is appropriate for a quantitative biologist and geneticist, as well as for computer scientists working in the area.

Protein Microarray for Disease Analysis

Автор: Wu
Название: Protein Microarray for Disease Analysis
ISBN: 1617790427 ISBN-13(EAN): 9781617790423
Издательство: Springer
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Цена: 16746 р.
Наличие на складе: Поставка под заказ.

Описание: Protein microarrays have been used for a wide variety of important tasks, such as identifying protein-protein interactions, discovering disease biomarkers, identifying DNA-binding specificity by protein variants, and for characterization of the humoral immune response.  In Protein Microarray for Disease Analysis: Methods and Protocols, expert researchers provide concise descriptions of the methodologies currently used to fabricate microarrays for the comprehensive analysis of proteins or responses to proteins that can be used to dissect human disease.  These methodologies are the toolbox for revolutionizing drug development and cell-level biochemical understanding of human disease processes.  Beginning with a section on protein-detecting analytical microarrays, the volume continues with sections covering antigen microarrays for immunoprofiling, protein function microarrays, the validation of candidate targets, proteomic libraries, as well as signal detection strategies and data analysis techniques.  Written in the highly successful Methods in Molecular Biology™ series format, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and key tips on troubleshooting and avoiding known pitfalls. Practical and cutting-edge,  Protein Microarray for Disease Analysis: Methods and Protocols serves as a solid framework to aid scientists in understanding how protein microarray technology is presently developing and how it can be applied to transform our analysis of human disease.

Detection of Highly Dangerous Pathogens: Microarray Methods for BSL 3 and BSL 4 Agents

Автор: Kostic
Название: Detection of Highly Dangerous Pathogens: Microarray Methods for BSL 3 and BSL 4 Agents
ISBN: 3527322752 ISBN-13(EAN): 9783527322756
Издательство: Wiley
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Цена: 6188 р.
Наличие на складе: Поставка под заказ.

Описание: Written by leading experts in the field as part of an interdisciplinary pan-European research program funded by the EU, this book provides a unique and comprehensive overview of how microarray technology can be used in safely tracking the most highly dangerous pathogens. A must-have for public health agencies focused on bioterrorism as well as all laboratories working with BSL3 and/or BSL 4 agents.


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