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2020 – today
- 2020
[j10]Riccardo De Bin
, Anne-Laure Boulesteix, Axel Benner, Natalia Becker, Willi Sauerbrei:
Combining clinical and molecular data in regression prediction models: insights from a simulation study. Briefings Bioinform. 21(6): 1904-1919 (2020)
2010 – 2019
- 2019
- [j9]Christian Hennig, Willi Sauerbrei:
Exploration of the variability of variable selection based on distances between bootstrap sample results. Adv. Data Anal. Classif. 13(4): 933-963 (2019) - 2017
- [j8]Riccardo De Bin, Anne-Laure Boulesteix, Willi Sauerbrei:
Detection of influential points as a byproduct of resampling-based variable selection procedures. Comput. Stat. Data Anal. 116: 19-31 (2017) - 2011
- [j7]Anne-Laure Boulesteix, Willi Sauerbrei:
Added predictive value of high-throughput molecular data to clinical data and its validation. Briefings Bioinform. 12(3): 215-229 (2011) - [r1]Willi Sauerbrei, Patrick Royston:
Multivariable Fractional Polynomial Models. International Encyclopedia of Statistical Science 2011: 899-902
2000 – 2009
- 2008
- [j6]Anika Buchholz, Norbert Holländer, Willi Sauerbrei:
On properties of predictors derived with a two-step bootstrap model averaging approach - A simulation study in the linear regression model. Comput. Stat. Data Anal. 52(5): 2778-2793 (2008) - [j5]Harald Binder, Willi Sauerbrei:
Increasing the usefulness of additive spline models by knot removal. Comput. Stat. Data Anal. 52(12): 5305-5318 (2008) - [j4]Willi Sauerbrei, Norbert Holländer, Anika Buchholz:
Investigation about a screening step in model selection. Stat. Comput. 18(2): 195-208 (2008) - 2007
- [j3]Willi Sauerbrei, Patrick Royston, Karina Zapien Arreola:
Detecting an interaction between treatment and a continuous covariate: A comparison of two approaches. Comput. Stat. Data Anal. 51(8): 4054-4063 (2007) - [j2]Patrick Royston, Willi Sauerbrei:
Improving the robustness of fractional polynomial models by preliminary covariate transformation: A pragmatic approach. Comput. Stat. Data Anal. 51(9): 4240-4253 (2007) - 2006
- [j1]Willi Sauerbrei, Carolina Meier-Hirmer, Axel Benner, Patrick Royston:
Multivariable regression model building by using fractional polynomials: Description of SAS, STATA and R programs. Comput. Stat. Data Anal. 50(12): 3464-3485 (2006) - 2002
- [c5]Willi Sauerbrei, Patrick Royston:
Determination of Functional Relationships for Continuous Variables by Using a Multivariable Fractional Polynomial Approach. ISMDA 2002: 53-60 - 2001
- [c4]Willi Sauerbrei:
Investigations on Stability and Overoptimism of Classification Trees by Using Cross-Validation. ISMDA 2001: 251-257 - 2000
- [c3]Willi Sauerbrei, Martin Schumacher:
Bootstrap and Cross-Validation to Assess Complexity of Data-Driven Regression Models. ISMDA 2000: 234-241
1990 – 1999
- 1994
- [c2]Erika Graf, Willi Sauerbrei, Martin Schumacher, Claudia Schmoor:
Berücksichtigung prognostischer Faktoren bei der Planung von Therapiestudien. GMDS 1994: 475-480 - [c1]Willi Sauerbrei, T. L. Diepgen:
Statistical aspects of the development and validation of a diagnostic score. GMDS 1994: 484-490
Coauthor Index
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