Statistical foundation of data science / (Record no. 302172)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01062cam a22002055i 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781466510845 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9780367512620 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.5 |
| Item number | FAN |
| 100 1# - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Fan, Jianqing, |
| 245 10 - TITLE STATEMENT | |
| Title | Statistical foundation of data science / |
| Statement of responsibility, etc | Jianqing Fan, Runze Li, Cun-Hui Zhang, Hui Zou. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Boca Raton: |
| Name of publisher | CRC Press, |
| Year of publication | 2020. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xxi, 752 p. |
| 490 0# - SERIES STATEMENT | |
| Series statement | CRC data science series |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | "Statistical Foundations of Data Science gives a thorough introduction to commonly used statistical models, contemporary statistical machine learning techniques and algorithms, along with their mathematical insights and statistical theories. It aims to serve as a graduate-level textbook and a research monograph on high-dimensional statistics, sparsity and covariance learning, machine learning, and statistical inference. It includes ample exercises that involve both theoretical studies as well as empirical applications"-- |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Li, Runze, |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Zhang, Cun-Hui, |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Zou, Hui, |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Book |
| Withdrawn status | Lost status | Damaged status | Not for loan | Home Library | Current Location | Shelving location | Date acquired | Full call number | Accession Number | Price effective from | Koha item type | Source of classification or shelving scheme |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dept. of Computer Science | Dept. of Computer Science | Reference | 06/10/2021 | 519.5 FAN | DCS4893 | 06/10/2021 | Book | |||||
| Dept. of Futures Studies | Dept. of Futures Studies | General Stacks | 05/07/2023 | 519.5 FAN | DFS4590 | 05/07/2023 | Book | Dewey Decimal Classification |