How to develop a more accurate risk prediction model when there are few events. (11th August 2015)
- Record Type:
- Journal Article
- Title:
- How to develop a more accurate risk prediction model when there are few events. (11th August 2015)
- Main Title:
- How to develop a more accurate risk prediction model when there are few events
- Authors:
- Pavlou, Menelaos
Ambler, Gareth
Seaman, Shaun R
Guttmann, Oliver
Elliott, Perry
King, Michael
Omar, Rumana Z - Abstract:
- Abstract : When the number of events is low relative to the number of predictors, standard regression could produce overfitted risk models that make inaccurate predictions. Use of penalised regression may improve the accuracy of risk prediction
- Is Part Of:
- BMJ. Volume 351(2015)
- Journal:
- BMJ
- Issue:
- Volume 351(2015)
- Issue Display:
- Volume 351, Issue 2015 (2015)
- Year:
- 2015
- Volume:
- 351
- Issue:
- 2015
- Issue Sort Value:
- 2015-0351-2015-0000
- Page Start:
- Page End:
- Publication Date:
- 2015-08-11
- Subjects:
- Medicine -- Periodicals
Medicine -- Periodicals
Medicine
Periodicals
610 - Journal URLs:
- http://www.bmj.com/archive ↗
http://www.jstor.org/journals/09598138.html ↗
http://www.ncbi.nlm.nih.gov/pmc/journals/3/ ↗
http://www.bmj.com/bmj/ ↗
http://www.bmj.com/archive ↗ - DOI:
- 10.1136/bmj.h3868 ↗
- Languages:
- English
- ISSNs:
- 0007-1447
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 20975.xml