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Format: Print Length

Language: English

Pages: 432

Publisher: Springer; 2014 edition (July 3, 2014)


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Size: 5.6 MB

Downloadable formats: PDF

subsequent iteration Sequencing (NGS) is the most recent excessive throughput know-how to revolutionize genomic learn. NGS generates great genomic datasets that play a key function within the sizeable facts phenomenon that surrounds us this day. To extract signs from high-dimensional NGS info and make legitimate statistical inferences and predictions, novel information analytic and statistical strategies are wanted. This ebook comprises 20 chapters written through well-known statisticians operating with NGS information. the themes variety from easy preprocessing and research with NGS facts to extra advanced genomic functions corresponding to reproduction quantity edition and isoform expression detection. study statisticians who are looking to know about this growing to be and interesting zone will locate this e-book helpful. moreover, many chapters from this booklet should be integrated in graduate-level periods in statistical bioinformatics for education destiny biostatisticians who may be anticipated to house genomic info in simple biomedical study, genomic scientific trials and customized medicine.About the editors:Somnath Datta is Professor and Vice Chair of Bioinformatics and Biostatistics on the college of Louisville. he's Fellow of the yank Statistical organization, Fellow of the Institute of Mathematical statistics and Elected Member of the foreign Statistical Institute. He has contributed to various examine components in information, Biostatistics and Bioinformatics.Dan Nettleton is Professor and Laurence H. Baker Endowed Chair of organic information within the division of facts at Iowa nation University.  he's Fellow of the yankee Statistical organization and has released examine on various subject matters in data, biology and bioinformatics.

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