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Statistical Modeling and Machine Learning for Molecular Biology

Edition:
1st
Author(s):
Alan Moses
ISBN:
9781138407213
Format:
Hardback
Publication Date:
July 27, 2017
Language:
English

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$72.95

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  • About the Book

    Book Summary

    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.