Statistical modeling and machine learning for molecular...

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Statistical modeling and machine...

Statistical modeling and machine learning for molecular biology

Name: Statistical modeling and machine learning for molecular biology
ISBN: 9784778632281

Moses, Alan

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Molecular biologists are performing increasingly large and complicated experiments, but often have little background in data analysis. The book is devoted to teaching the statistical and computational techniques molecular biologists need to analyze their data. It explains the big-picture concepts in data analysis using a wide variety of real-world molecular biological examples such as eQTLs, ortholog identification, motif finding, inference of population structure, protein fold prediction and many more. The book takes a pragmatic approach, focusing on techniques that are based on elegant mathematics yet are the simplest to explain to scientists with little background in computers and statistics

种类:

Mathematics

年:

2016

出版社:

Chapman and Hall/CRC

语言:

english

页:

264

ISBN 10:

1482258625