Statistical Modeling and Machine Learning for Molecular Biology (Hardcover) (ISBN-13: 9781138407213)

Vendor: Alan Moses
Product type: Books
Format: Hardcover
$265.00
$265.00
$265.00
Subtotal: $265.00
WR Book House

Statistical Modeling and Machine Learning for Molecular Biology

$265.00

Statistical Modeling and Machine Learning for Molecular Biology

$265.00
Format: Hardcover
Description
Description
x
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.

Author: Alan Moses
ISBN-10: 1138407216
ISBN-13: 9781138407213
Publisher: CRC Press
Language: English
Published: 07/27/2017
Pages: 280
Format: Hardcover
By Alan Moses
By Alan Moses
x
Alan M Moses is currently Associate Professor and Canada Research Chair in Computational Biology in the Departments of Cell & Systems Biology and Computer Science at the University of Toronto. His research touches on many of the major areas in computational biology, including DNA and protein sequence analysis, phylogenetic models, population genetics, expression profiles, regulatory network simulations and image analysis.

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