| 000 -LEADER |
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| fixed length control field |
a |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
240404b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9780198864745 |
| Terms of availability |
hbk. |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
530.13 |
| Item number |
COC |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Cocco, Simona |
| 245 ## - TITLE STATEMENT |
|---|
| Title |
From statistical physics to data-driven modelling : with applications to quantitative biology |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Name of publisher, distributor, etc |
Oxford University Press, |
| Date of publication, distribution, etc |
2022 |
| Place of publication, distribution, etc |
Oxford : |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
viii, 183 p. ; |
| Other physical details |
ill., |
| Dimensions |
26 cm. |
| 365 ## - TRADE PRICE |
|---|
| Price amount |
49.99 |
| Price type code |
£ |
| Unit of pricing |
109.40 |
| 490 ## - SERIES STATEMENT |
|---|
| Series statement |
Oxford |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references and index. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
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 learning. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Biology Data processing |
|
|---|
| Topical term or geographic name as entry element |
Physics |
|
|---|
| Topical term or geographic name as entry element |
Quantitative research |
|
|---|
| Topical term or geographic name as entry element |
Science |
|
|---|
| Topical term or geographic name as entry element |
Statistical physics |
|
|---|
| Topical term or geographic name as entry element |
Time series |
|
|---|
| Topical term or geographic name as entry element |
Markov models |
|
|---|
| Topical term or geographic name as entry element |
Bayesian Analysis; |
|
|---|
| Topical term or geographic name as entry element |
Biotechnology |
|
|---|
| Topical term or geographic name as entry element |
Priors regularisation sparsity |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Monasson, Rémi |
| 710 ## - ADDED ENTRY--CORPORATE NAME |
|---|
| Corporate name or jurisdiction name as entry element |
Zamponi, Francesco |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Item type |
Books |