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A First Course in Random Matrix Theory
- for Physicists, Engineers and Data Scientists
Af: Jean-Philippe Bouchaud, Marc Potters
Engelsk
Bogcover for A First Course in Random Matrix Theory af Jean-Philippe Bouchaud, Marc Potters, 9781108488082
Specifikationer
Sprog:
Engelsk
Sider:
370
ISBN-13:
9781108488082
Indbinding:
Hardback
ISBN-10:
1108488080
Kategori:
Udg. Dato:
3 dec 2020
Størrelse i cm:
17,6 x 24,9 x 2,6
Forlag:
Oplagsdato:
3 dec 2020
Forfatter(e):
Genre:

A First Course in Random Matrix Theory

- for Physicists, Engineers and Data Scientists
Af: Jean-Philippe Bouchaud, Marc Potters
Engelsk
Hardback 2020
Format:
Hardback
Bog beskrivelse
The real world is perceived and broken down as data, models and algorithms in the eyes of physicists and engineers. Data is noisy by nature and classical statistical tools have so far been successful in dealing with relatively smaller levels of randomness. The recent emergence of Big Data and the required computing power to analyse them have rendered classical tools outdated and insufficient. Tools such as random matrix theory and the study of large sample covariance matrices can efficiently process these big data sets and help make sense of modern, deep learning algorithms. Presenting an introductory calculus course for random matrices, the book focusses on modern concepts in matrix theory, generalising the standard concept of probabilistic independence to non-commuting random variables. Concretely worked out examples and applications to financial engineering and portfolio construction make this unique book an essential tool for physicists, engineers, data analysts, and economists.
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699,11 kr
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601 kr
spar 14%
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23 - 25 hverdage
Specifikationer
Sprog:
Engelsk
Sider:
370
ISBN-13:
9781108488082
Indbinding:
Hardback
ISBN-10:
1108488080
Kategori:
Udg. Dato:
3 dec 2020
Størrelse i cm:
17,6 x 24,9 x 2,6
Forlag:
Oplagsdato:
3 dec 2020
Forfatter(e):
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