Steyerberg EW - Search Results

1

Estimation of required sample size for external validation of risk models for binary outcomes.

Pavlou M, Qu C, Omar RZ, Seaman SR, Steyerberg EW, White IR, Ambler G. Pavlou M, et al. Among authors: steyerberg ew. Stat Methods Med Res. 2021 Oct;30(10):2187-2206. doi: 10.1177/09622802211007522. Epub 2021 Apr 21. Stat Methods Med Res. 2021. PMID: 33881369 Free PMC article.

2

Internal and external validation of predictive models: a simulation study of bias and precision in small samples.

Steyerberg EW, Bleeker SE, Moll HA, Grobbee DE, Moons KG. Steyerberg EW, et al. J Clin Epidemiol. 2003 May;56(5):441-7. doi: 10.1016/s0895-4356(03)00047-7. J Clin Epidemiol. 2003. PMID: 12812818

3

Validation and updating of predictive logistic regression models: a study on sample size and shrinkage.

Steyerberg EW, Borsboom GJ, van Houwelingen HC, Eijkemans MJ, Habbema JD. Steyerberg EW, et al. Stat Med. 2004 Aug 30;23(16):2567-86. doi: 10.1002/sim.1844. Stat Med. 2004. PMID: 15287085

4

Events per variable (EPV) and the relative performance of different strategies for estimating the out-of-sample validity of logistic regression models.

Austin PC, Steyerberg EW. Austin PC, et al. Among authors: steyerberg ew. Stat Methods Med Res. 2017 Apr;26(2):796-808. doi: 10.1177/0962280214558972. Epub 2014 Nov 19. Stat Methods Med Res. 2017. PMID: 25411322 Free PMC article.

5

Predictive accuracy of novel risk factors and markers: A simulation study of the sensitivity of different performance measures for the Cox proportional hazards regression model.

Austin PC, Pencinca MJ, Steyerberg EW. Austin PC, et al. Among authors: steyerberg ew. Stat Methods Med Res. 2017 Jun;26(3):1053-1077. doi: 10.1177/0962280214567141. Epub 2015 Feb 5. Stat Methods Med Res. 2017. PMID: 25656552 Free PMC article.

6

Validation in prediction research: the waste by data splitting.

Steyerberg EW. Steyerberg EW. J Clin Epidemiol. 2018 Nov;103:131-133. doi: 10.1016/j.jclinepi.2018.07.010. Epub 2018 Jul 29. J Clin Epidemiol. 2018. PMID: 30063954

7

Sample size considerations and predictive performance of multinomial logistic prediction models.

de Jong VMT, Eijkemans MJC, van Calster B, Timmerman D, Moons KGM, Steyerberg EW, van Smeden M. de Jong VMT, et al. Among authors: steyerberg ew. Stat Med. 2019 Apr 30;38(9):1601-1619. doi: 10.1002/sim.8063. Epub 2019 Jan 6. Stat Med. 2019. PMID: 30614028 Free PMC article.

8

Models with interactions overestimated heterogeneity of treatment effects and were prone to treatment mistargeting.

van Klaveren D, Balan TA, Steyerberg EW, Kent DM. van Klaveren D, et al. Among authors: steyerberg ew. J Clin Epidemiol. 2019 Oct;114:72-83. doi: 10.1016/j.jclinepi.2019.05.029. Epub 2019 Jun 10. J Clin Epidemiol. 2019. PMID: 31195109 Free PMC article.

9

Regression shrinkage methods for clinical prediction models do not guarantee improved performance: Simulation study.

Van Calster B, van Smeden M, De Cock B, Steyerberg EW. Van Calster B, et al. Among authors: steyerberg ew. Stat Methods Med Res. 2020 Nov;29(11):3166-3178. doi: 10.1177/0962280220921415. Epub 2020 May 13. Stat Methods Med Res. 2020. PMID: 32401702

10

Predictive performance of machine and statistical learning methods: Impact of data-generating processes on external validity in the "large N, small p" setting.

Austin PC, Harrell FE Jr, Steyerberg EW. Austin PC, et al. Among authors: steyerberg ew. Stat Methods Med Res. 2021 Jun;30(6):1465-1483. doi: 10.1177/09622802211002867. Epub 2021 Apr 13. Stat Methods Med Res. 2021. PMID: 33848231 Free PMC article.

Save citations to file

Email citations

Send citations to clipboard

Add to Collections

Add to My Bibliography

Create a file for external citation management software

Your saved search

Your RSS Feed

My Custom Filters

Publication date

Text availability

Article attribute

Article type

Article Language

Species

Sex

Age

Other

1,230 results

Search Page

Filters