Handling co-dependence issues in resampling-based variable selection procedures: a simulation study-Reference-Cited by-同舟云学术

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Handling co-dependence issues in resampling-based variable selection procedures: a simulation study

Published:2017-09-20 Issue:1 Volume:88 Page:28-55
ISSN:0094-9655
Container-title:Journal of Statistical Computation and Simulation
language:en
Short-container-title:Journal of Statistical Computation and Simulation

Author:

De Bin Riccardo¹²^ORCID,Sauerbrei Willi³

Affiliation:

1. Department of Medical Informatics, Biometry and Epidemiology, Ludwig-Maximilians-Universität of Munich, Germany

2. Department of Mathematics, University of Oslo, Oslo, Norway

3. Faculty of Medicine and Medical Center, Institute for Medical Biometry and Statistics, University of Freiburg, Freiburg, Germany

Funder

Deutsche Forschungsgemeinschaft

Publisher

Informa UK Limited

Subject

Applied Mathematics,Statistics, Probability and Uncertainty,Modeling and Simulation,Statistics and Probability

Link

https://www.tandfonline.com/doi/pdf/10.1080/00949655.2017.1378654

Reference23 articles.

1. To Explain or to Predict?

2. Stability selection

3. On stability issues in deriving multivariable regression models

4. Multivariable Model-Building

5. The bootstrap and identification of prognostic factors via cox's proportional hazards regression model

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