Handbook of big data / (Record no. 30857)
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| INTERNATIONAL STANDARD BOOK NUMBER | |
|---|---|
| International Standard Book Number | 9781482249071 |
| DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Call number | 005.75 HA ND |
| TITLE STATEMENT | |
| Title | Handbook of big data / |
| Statement of responsibility, etc | Edited by Peter Bühlmann, Petros Drineas, Michael Kane, Mark van der Laan |
| PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Boca Raton : |
| Publisher | CRC Press, Taylor & Francis Group, |
| Date | c2016. |
| PHYSICAL DESCRIPTION | |
| Extent | xvi, 464 p. : |
| Other Details | ill. ; |
| Size | 26 cm. |
| SERIES STATEMENT | |
| Series statement | Chapman & Hall/CRC handbooks of modern statistical methods |
| CONTENTS | |
| Contents | I. General perspectives on big data -- II. Data-centric, exploratory methods -- III. Efficient algorithms -- IV. Graph approaches -- V. Model fitting and regularization -- VI. Ensemble methods -- VII. Causal inference -- VIII. Targeted learning. |
| SUMMARY | |
| Summary | "Handbook of Big Data provides a state-of-the-art overview of the analysis of large-scale datasets. Featuring contributions from well-known experts in statistics and computer science, this handbook presents a carefully curated collection of techniques from both industry and academia. Thus, the text instills a working understanding of key statistical and computing ideas that can be readily applied in research and practice" |
| SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Heading | Big data |
| General | Statistical methods |
| Geographic | Handbooks, manuals, etc. |
| ADDED ENTRY | |
| Name | Drineas, Petros |
| Role | Edited by |
| ADDED ENTRY | |
| Name | Laan, Mark van der |
| Role | Edited by |
| ADDED ENTRY | |
| Name | Bühlmann, Peter, |
| Role | Edited by |
| ADDED ENTRY | |
| Name | Kane, Michael, |
| Role | Edited by |
| SERIES UNIFORM TITLE | |
| Series Uniform Title | Chapman & Hall/CRC handbooks of modern statistical methods |
| ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://uowd.box.com/s/emji2tyypl5bnk41qhxxpqodaug1myvj |
| Public note | Location Map |
| SUBJECT ADDED ENTRY--TOPICAL TERM | |
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| ADDED ENTRY | |
| -- | 38442 |
| ADDED ENTRY | |
| -- | 38443 |
| ADDED ENTRY | |
| -- | 38444 |
| ADDED ENTRY | |
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| SERIES UNIFORM TITLE | |
| -- | 1521 |
| Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Permanent location | Current location | Shelving location | Date acquired | Source of acquisition | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| University of Wollongong in Dubai | University of Wollongong in Dubai | Main Collection | 2017-03-29 | AMAUK | 005.75 HA ND | T0055801 | 2017-03-07 | 2017-03-07 | REGULAR |