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Design, Analysis, and Interpretation of Genome-Wide Association Scans, Daniel O. Stram


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Автор: Daniel O. Stram
Название:  Design, Analysis, and Interpretation of Genome-Wide Association Scans
ISBN: 9781493949526
Издательство: Springer
Классификация:

ISBN-10: 1493949527
Обложка/Формат: Paperback
Страницы: 334
Вес: 0.49 кг.
Дата издания: 23.08.2016
Серия: Statistics for Biology and Health
Язык: English
Издание: Softcover reprint of
Иллюстрации: 10 tables, black and white; 39 illustrations, black and white; xv, 334 p. 39 illus.; 10 tables, black and white; 39 illustrations, black and white; xv, 334 p. 39 illus.
Размер: 157 x 235 x 24
Читательская аудитория: Professional & vocational
Основная тема: Statistics
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book presents the statistical aspects of designing, analyzing and interpreting the results of genome-wide association scans (GWAS studies) for genetic causes of disease using unrelated subjects. Particular detail is given to the practical aspects of employing the bioinformatics and data handling methods necessary to prepare data for statistical analysis. The goal in writing this book is to give statisticians, epidemiologists, and students in these fields the tools to design a powerful genome-wide study based on current technology. The other part of this is showing readers how to conduct analysis of the created study. Design and Analysis of Genome-Wide Association Studies provides a compendium of well-established statistical methods based upon single SNP associations. It also provides an introduction to more advanced statistical methods and issues. Knowing that technology, for instance large scale SNP arrays, is quickly changing, this text has significant lessons for future use with sequencing data. Emphasis on statistical concepts that apply to the problem of finding disease associations irrespective of the technology ensures its future applications. The author includes current bioinformatics tools while outlining the tools that will be required for use with extensive databases from future large scale sequencing projects. The author includes current bioinformatics tools while outlining additional issues and needs arising from the extensive databases from future large scale sequencing projects.
Дополнительное описание: Introduction to Genome-Wide Association Studies.- Topics of Quantitative Genetics.- An Introduction to Association Studies.- Correcting for Hidden Population Structure in Single Marker Association Testing and Estimation.- Haplotype Imputation for Associat



Design, analysis, and interpretation of genome-wide association scans

Автор: Stram, Daniel O.
Название: Design, analysis, and interpretation of genome-wide association scans
ISBN: 1461494427 ISBN-13(EAN): 9781461494423
Издательство: Springer
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Цена: 15372.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Design, Analysis, and Interpretation of Genome-Wide Association Scans

Analysis of genetic association studies

Автор: Zheng, Gang Yang, Yaning Zhu, Xiaofeng Elston, Robert C.
Название: Analysis of genetic association studies
ISBN: 1489995994 ISBN-13(EAN): 9781489995995
Издательство: Springer
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Цена: 13275.00 р.
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Описание: This reference book for the analysis of genetic association studies makes an ideal companion to graduate-level students. In addition to providing derivations, the book deploys real examples and simulations to illustrate its step-by-step applications.

Genome-Wide Association Studies and Genomic Prediction

Автор: Cedric Gondro; Julius van der Werf; Ben Hayes
Название: Genome-Wide Association Studies and Genomic Prediction
ISBN: 1493959646 ISBN-13(EAN): 9781493959648
Издательство: Springer
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Цена: 19564.00 р.
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Описание: This Methods in Molecular Biology (TM) book covers phenotypes of interest as well as design issues for GWAS, methods for storing and handling large datasets, quality control measures, haplotype inference, and imputation and statistical approaches to data analysis.


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