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There are 7044675 results for: content related to: Comments on ‘Performance of using multiple stepwise algorithms for variable selection’ by Ryan E. Wiegand, Statistics in Medicine 2010; 29 :1647–1659

  1. On stability issues in deriving multivariable regression models

    Biometrical Journal

    Volume 57, Issue 4, July 2015, Pages: 531–555, Willi Sauerbrei, Anika Buchholz, Anne-Laure Boulesteix and Harald Binder

    Version of Record online : 15 DEC 2014, DOI: 10.1002/bimj.201300222

  2. Stability of multivariable fractional polynomial models with selection of variables and transformations: a bootstrap investigation

    Statistics in Medicine

    Volume 22, Issue 4, 28 February 2003, Pages: 639–659, P. Royston and W. Sauerbrei

    Version of Record online : 28 JAN 2003, DOI: 10.1002/sim.1310

  3. Selection of Variables

    Multivariable Model-Building: A pragmatic approach to regression analysis based on fractional polynomials for modelling continuous variables

    Patrick Royston, Willi Sauerbrei, Pages: 23–51, 2008

    Published Online : 7 MAY 2008, DOI: 10.1002/9780470770771.ch2

  4. The Use of Resampling Methods to Simplify Regression Models in Medical Statistics

    Journal of the Royal Statistical Society: Series C (Applied Statistics)

    Volume 48, Issue 3, 1999, Pages: 313–329, Willi Sauerbrei

    Version of Record online : 6 JAN 2002, DOI: 10.1111/1467-9876.00155

  5. Investigating the prediction ability of survival models based on both clinical and omics data: two case studies

    Statistics in Medicine

    Volume 33, Issue 30, 30 December 2014, Pages: 5310–5329, Riccardo De Bin, Willi Sauerbrei and Anne-Laure Boulesteix

    Version of Record online : 9 JUL 2014, DOI: 10.1002/sim.6246

  6. Comparison of procedures to assess non-linear and time-varying effects in multivariable models for survival data

    Biometrical Journal

    Volume 53, Issue 2, March 2011, Pages: 308–331, Anika Buchholz and Willi Sauerbrei

    Version of Record online : 17 FEB 2011, DOI: 10.1002/bimj.201000159

  7. Model Stability

    Multivariable Model-Building: A pragmatic approach to regression analysis based on fractional polynomials for modelling continuous variables

    Patrick Royston, Willi Sauerbrei, Pages: 183–199, 2008

    Published Online : 7 MAY 2008, DOI: 10.1002/9780470770771.ch8

  8. Selection of important variables and determination of functional form for continuous predictors in multivariable model building

    Statistics in Medicine

    Volume 26, Issue 30, 30 December 2007, Pages: 5512–5528, Willi Sauerbrei, Patrick Royston and Harald Binder

    Version of Record online : 3 DEC 2007, DOI: 10.1002/sim.3148

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    References

    Multivariable Model-Building: A pragmatic approach to regression analysis based on fractional polynomials for modelling continuous variables

    Patrick Royston, Willi Sauerbrei, Pages: 271–283, 2008

    Published Online : 7 MAY 2008, DOI: 10.1002/9780470770771.refs

  10. Modelling to extract more information from clinical trials data: On some roles for the bootstrap

    Statistics in Medicine

    Volume 26, Issue 27, 30 November 2007, Pages: 4989–5001, Willi Sauerbrei and Patrick Royston

    Version of Record online : 2 JUL 2007, DOI: 10.1002/sim.2954

  11. Variable Selection and Shrinkage: Comparison of Some Approaches

    Statistica Neerlandica

    Volume 55, Issue 1, March 2001, Pages: 53–75, K. Vach, W. Sauerbrei and M. Schumacher

    Version of Record online : 21 DEC 2001, DOI: 10.1111/1467-9574.00156

  12. A new measure of prognostic separation in survival data

    Statistics in Medicine

    Volume 23, Issue 5, 15 March 2004, Pages: 723–748, Patrick Royston and Willi Sauerbrei

    Version of Record online : 11 FEB 2004, DOI: 10.1002/sim.1621

  13. Categorical variables with many categories are preferentially selected in bootstrap-based model selection procedures for multivariable regression models

    Biometrical Journal

    Volume 58, Issue 3, May 2016, Pages: 652–673, Susanne Rospleszcz, Silke Janitza and Anne-Laure Boulesteix

    Version of Record online : 22 MAR 2016, DOI: 10.1002/bimj.201400185

  14. Influence of model-building strategies on the results of a case-control study

    Statistics in Medicine

    Volume 12, Issue 14, 30 July 1993, Pages: 1325–1338, Maria Blettner and Willi Sauerbrei

    Version of Record online : 14 MAR 2007, DOI: 10.1002/sim.4780121405

  15. Introduction

    Multivariable Model-Building: A pragmatic approach to regression analysis based on fractional polynomials for modelling continuous variables

    Patrick Royston, Willi Sauerbrei, Pages: 1–21, 2008

    Published Online : 7 MAY 2008, DOI: 10.1002/9780470770771.ch1

  16. A New Proposal for Multivariable Modelling of Time-Varying Effects in Survival Data Based on Fractional Polynomial Time-Transformation

    Biometrical Journal

    Volume 49, Issue 3, June 2007, Pages: 453–473, Willi Sauerbrei, Patrick Royston and Maxime Look

    Version of Record online : 14 JUN 2007, DOI: 10.1002/bimj.200610328

  17. Multivariable Fractional Polynomial Models

    Standard Article

    Wiley StatsRef: Statistics Reference Online

    Willi Sauerbrei and Patrick Royston

    Published Online : 5 AUG 2016, DOI: 10.1002/9781118445112.stat07861

  18. Adding local components to global functions for continuous covariates in multivariable regression modeling

    Statistics in Medicine

    Volume 29, Issue 7-8, 30 March - 15 April 2010, Pages: 808–817, H. Binder and W. Sauerbrei

    Version of Record online : 8 MAR 2010, DOI: 10.1002/sim.3739

  19. Stability analysis of an additive spline model for respiratory health data by using knot removal

    Journal of the Royal Statistical Society: Series C (Applied Statistics)

    Volume 58, Issue 5, November 2009, Pages: 577–600, Harald Binder and Willi Sauerbrei

    Version of Record online : 21 APR 2009, DOI: 10.1111/j.1467-9876.2009.00668.x

  20. Performance of using multiple stepwise algorithms for variable selection

    Statistics in Medicine

    Volume 29, Issue 15, 10 July 2010, Pages: 1647–1659, Ryan E. Wiegand

    Version of Record online : 26 MAY 2010, DOI: 10.1002/sim.3943