From statistical physics to data-driven modelling with applications to quantitative biology /
Aimed at graduate students, this textbook examines the importance of data analysis to understanding biological, physical, and chemical systems, and outlines its practical applications at the intersection of probability theory, statistics, optimisation, statistical physics, inference, and machine lea...
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| Main Author: |
Cocco, Simona, |
| Other Authors: |
Monasson, Rémi,, Zamponi, Francesco, 1979-, Oxford Scholarship Online. |
| Format: |
eBook
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| Language: |
English
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| Published: |
Oxford :
Oxford University Press,
[2022]
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| Physical Description: |
1 online resource (viii, 183 pages) : illustrations (black and white, and colour).
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| Series: |
Oxford scholarship online.
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| Subjects: |
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