Raul Rabadan (New York Columbia University), Andrew J. Blumberg (Austin University of Texas)

Gebundenes Buch

Topological Data Analysis for Genomics and Evolution

Beschreibung

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.

Autor

Raul Rabadan is a Professor at Columbia University, New York. He is Director of the Program for Mathematical Genomics at Columbia University, New York, and the NCI Physics and Oncology Center for Topology of Cancer Evolution and Heterogeneity. Dr Rabadan received his Ph.D. in Theoretical Physics in 2001 and went on to conduct research at the European Laboratory for Particle Physics (CERN) in Switzerland, and at the Institute for Advanced Study (IAS), Princeton, New Jersey. At Columbia University, he leads a highly interdisciplinary laboratory with researchers from the fields of mathematics, physics, computer science, engineering, and medicine, with the common goal of solving biomedical problems through quantitative computational models.

Produktdetails

• Verlag: Cambridge University Press
• Seitenzahl: 522
• Erscheinungstermin: 19. Dezember 2019
• Englisch
• Abmessung: 250mm x 175mm x 32mm
• Gewicht: 1130g
• ISBN-13: 9781107159549
• ISBN-10: 1107159547
• Artikelnr.: 56014094