Statistical Analysis of Next Generation Sequencing Data

Language: English

Published by Springer, Palgrave Macmillan Jul 2014, 2014

3319072110 / 9783319072111

Series: Book 1 of 6 - Frontiers in Probability and the Statistical Sciences

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This item is printed on demand - Print on Demand Titel. Neuware -Next Generation Sequencing (NGS) is the latest high throughput technology to revolutionize genomic research. NGS generates massive genomic datasets that play a key role in the big data phenomenon that surrounds us today. To extract signals from high-dimensional NGS data and make valid statistical inferences and predictions, novel data analytic and statistical techniques are needed. This book contains 20 chapters written by prominent statisticians working with NGS data. The topics range from basic preprocessing and analysis with NGS data to more complex genomic applications such as copy number variation and isoform expression detection. Research statisticians who want to learn about this growing and exciting area will find this book useful. In addition, many chapters from this book could be included in graduate-level classes in statistical bioinformatics for training future biostatisticians who will be expected to deal with genomic data in basic biomedical research, genomic clinical trials and personalized medicine.About the editors:Somnath Datta is Professor and Vice Chair of Bioinformatics and Biostatistics at the University of Louisville. He is Fellow of the American Statistical Association, Fellow of the Institute of Mathematical Statistics and Elected Member of the International Statistical Institute. He has contributed to numerous research areas in Statistics, Biostatistics and Bioinformatics.Dan Nettleton is Professor and Laurence H. Baker Endowed Chair of Biological Statistics in the Department of Statistics at Iowa State University. He is Fellow of the American Statistical Association and has published research on a variety of topics in statistics, biology and bioinformatics.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 448 pp. Englisch.…

Seller Inventory # 9783319072111

Title
Statistical Analysis of Next Generation Sequencing Data
Author
Somnath Datta
Publisher
Springer, Palgrave Macmillan Jul 2014
Publication year
2014
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3319072110
ISBN 13
9783319072111
Item weight
834 grams
Dimensions
241x160x30 mm
Series
Book 1 of 6: Frontiers in Probability and the Statistical Sciences

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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