Topological data analysis for genomics and evolution: topology in biology
Auteur :
Rabadan, Raul / Blumberg, Andrew J.
Éditeur :
Cambridge University Press
ISBN :
9781107159549
Date de publication :
19 déc. 2019
Dimensions :
25,2 x 17,8 x 2,8 cm
Poids :
1120 g
Langue :
Anglais
Pays d'origine :
Grande Bretagne
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 biology - including cancer genetics, single cell studies and reconstructing evolutionary relationships from genomic data.