Statistical Analysis of Next Generation Sequencing Data

Name: Statistical Analysis of Next Generation Sequencing Data
Brand: Springer International Publishing AG
SKU: 9783319072111
Price: 598.81 PLN
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Autor: Somnath Datta, Dan Nettleton

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Oprawa: Twarda

Wydawca: Springer International Publishing AG

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Next Generation Sequencing (NGS) is the latest high throughput technology to revolutionize genomic r...

Informacje o książce

Autor

Somnath Datta, Dan Nettleton

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2014

strony

432

EAN

9783319072111

ISBN

3319072110

Enbook ID

02667809

Wydawca

Springer International Publishing AG

Waga

758

Wymiary

160 x 242 x 22

Pełny opis

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.§

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