Statistical learning for biomedical data (Record no. 27979)
| 000 -LEADER | |
|---|---|
| fixed length control field | 01293cam a2200253 a 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9780521875806 (hbk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 0521875803 (hbk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9780521699099 (pbk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 0521699096 (pbk.) |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 614.285 |
| Item number | MAL/ST |
| 100 1# - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Malley, James D. |
| -- | Malley, Karen G. |
| -- | Pajevic, Sinisa |
| 245 10 - TITLE STATEMENT | |
| Title | Statistical learning for biomedical data |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Cambridge : |
| Name of publisher | Cambridge University Press, |
| Year of publication | 2011. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xii, 285 p. : |
| Other physical details | ill. (some col.) ; |
| 490 1# - SERIES STATEMENT | |
| Series statement | Practical guides to biostatistics and epidemiology |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | This book is for anyone who has biomedical data and needs to identify variables that predict an outcome, for two-group outcomes such as tumor/not-tumor, survival/death, or response from treatment. Statistical learning machines are ideally suited to these types of prediction problems, especially if the variables being studied may not meet the assumptions of traditional techniques. Learning machines come from the world of probability and computer science but are not yet widely used in biomedical research. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Medical statistics |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Biometry |
| 650 12 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Data Interpretation, Statistical. |
| 650 22 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Models, Statistical. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Malley, Karen G. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Pajevic, Sinisa. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Withdrawn status | Lost status | Collection code | Home library | Current library | Shelving location | Date acquired | Full call number | Accession Number | Koha item type |
|---|---|---|---|---|---|---|---|---|---|
| Non-fiction | KUFOS Central Library | KUFOS Central Library | General Stacks | 14/05/2019 | 614.285 MAL/ST | 19400 | Books |