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Topological Data Analysis for Genomics and Evolution: Topology in Biology
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Topological Data Analysis for Genomics and Evolution: Topology in Biology Hardcover - 2019

by Raul Rabadan; Andrew J. Blumberg


From the publisher

Biology has entered the age of Big Data. A technical revolution has transformed the field, and extracting meaningful information from large biological data sets is now a central methodological challenge. Algebraic topology is a well-established branch of pure mathematics that studies qualitative descriptors of the shape of geometric objects. It aims to reduce comparisons of shape to a comparison of algebraic invariants, such as numbers, which are typically easier to work with. Topological data analysis is a rapidly developing subfield that leverages the tools of algebraic topology to provide robust multiscale analysis of data sets. This book introduces the central ideas and techniques of topological data analysis and its specific applications to biology, including the evolution of viruses, bacteria and humans, genomics of cancer, and single cell characterization of developmental processes. Bridging two disciplines, the book is for researchers and graduate students in genomics and evolutionary biology as well as mathematicians interested in applied topology.

Details

  • Title Topological Data Analysis for Genomics and Evolution: Topology in Biology
  • Author Raul Rabadan; Andrew J. Blumberg
  • Binding Hardcover
  • Pages 324
  • Volumes 1
  • Language ENG
  • Publisher Cambridge University Press
  • Date 2019-12-19
  • ISBN 9781107159549 / 1107159547
  • Weight 2.4 lbs (1.09 kg)
  • Dimensions 9.8 x 6.7 x 1.1 in (24.89 x 17.02 x 2.79 cm)
  • Library of Congress subjects Computational biology, Mathematical analysis
  • Library of Congress Catalog Number 2019002342
  • Dewey Decimal Code 570.285

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Citations

  • Choice, 03/01/2021, Page 0
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Topological Data Analysis for Genomics and Evolution: Topology in Biology
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Topological Data Analysis for Genomics and Evolution: Topology in Biology

by Rabadan, Raul; Blumberg, Andrew J

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Topological Data Analysis for Genomics and Evolution: Topology in Biology
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Topological Data Analysis for Genomics and Evolution: Topology in Biology

by Rabadan, Raul/ Blumberg, Andrew J.

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Topological Data Analysis for Genomics and Evolution

Topological Data Analysis for Genomics and Evolution

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Hardback. New. New Book; Fast Shipping from UK; Not signed; Not First Edition; Algebraic topology is particularly suited for the analysis of high dimensional large data sets, including those in modern biology. The book introduces geometric and topological methods, including statistics, as well as applications to b
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Topological Data Analysis for Genomics and Evolution: Topology in Biology
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Topological Data Analysis for Genomics and Evolution: Topology in Biology

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Topological Data Analysis for Genomics and Evolution: Topology in Biology
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Topological Data Analysis for Genomics and Evolution: Topology in Biology

by Rabadan, Raul; Blumberg, Andrew J

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