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Statistical Analysis of Next Generation Sequencing Data (Hardcover, 2014 ed.) Loot Price: R4,532
Discovery Miles 45 320
Statistical Analysis of Next Generation Sequencing Data (Hardcover, 2014 ed.): Somnath Datta, Dan Nettleton

Statistical Analysis of Next Generation Sequencing Data (Hardcover, 2014 ed.)

Somnath Datta, Dan Nettleton

Series: Frontiers in Probability and the Statistical Sciences

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Loot Price R4,532 Discovery Miles 45 320 | Repayment Terms: R425 pm x 12*

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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."

General

Imprint: Springer International Publishing AG
Country of origin: Switzerland
Series: Frontiers in Probability and the Statistical Sciences
Release date: July 2014
First published: 2014
Editors: Somnath Datta • Dan Nettleton
Dimensions: 235 x 155 x 22mm (L x W x T)
Format: Hardcover
Pages: 432
Edition: 2014 ed.
ISBN-13: 978-3-319-07211-1
Categories: Books > Medicine > Pre-clinical medicine: basic sciences > Medical genetics
Books > Science & Mathematics > Mathematics > Probability & statistics
Books > Medicine > General issues > Medical equipment & techniques > General
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LSN: 3-319-07211-0
Barcode: 9783319072111

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