Model-based clustering and classification for data science (Record no. 58732)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 00762nam a22001577a 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9781108494205 (hb) |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.535 |
| Author Mark | MOD |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Authorship | Bouveyron, Charles |
| -- | Gilles Celeux |
| -- | T. Brendan Murphy |
| -- | Andrian E. Raftery |
| 245 ## - TITLE STATEMENT | |
| Title | Model-based clustering and classification for data science |
| Sub Title | with applications in R |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | United Kingdom |
| Name of publisher | Cambridge University Press |
| Date of publication | 2019 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xvii, 427 p. |
| Illustrations | : ill., Col., |
| Dimensions | ; 26 cm. |
| 490 ## - SERIES STATEMENT | |
| Series statement | Cambridge Series in Statistical and Probabilistic Mathematics |
| 500 ## - GENERAL NOTE | |
| General note | Includes bibliographical references, list of R packages, and indices |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Subject | Cluster analysis |
| -- | Mathematical statistics |
| Keywords | Statistical classification |
| -- | Algorithms |
| -- | Mixture models |
| -- | Outliers |
| -- | R (programming language) |
| -- | FC |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| item type | Books |
| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Source of acquisition | Cost, normal purchase price | Full call number | Barcode | Copy number | Uniform Resource Identifier (Invoice Number) | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Main Campus | Main Campus | Purchased: Golden Books | 17479.49 | 519.535 BOU | 103115 | 1 | 1862 | Books |