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Books Detail
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Author :
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Pages : 432 pages
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Publisher : Springer 2014-07-05
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Language : English
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ISBN-10 : 3319072110
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ISBN-13 : 9783319072111
Book Synopsis
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 highdimensional 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 graduatelevel classes in statistical
bioinformatics for training future
biostatisticians who will be expected to
deal with genomic data in basic
biomedical research, genomic clinical