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Eine Ebene höherGruppiert nach: Dokumententyp |
Veröffentlichungsdatum
Anzahl der Publikationen: 9
2025
Wünsch, Milena 
ORCID: https://orcid.org/0009-0001-1982-9260; Sauer, Christina; Herrmann, Moritz; Hinske, Ludwig Christian ORCID: https://orcid.org/0000-0001-7273-5899 und Boulesteix, Anne‐Laure ORCID: https://orcid.org/0000-0002-2729-0947
(2025):
To Tweak or Not to Tweak. How Exploiting Flexibilities in Gene Set Analysis Leads to Overoptimism.
In: Biometrical Journal, Bd. 67, Nr. 1, e70016
[PDF, 1MB]
ORCID: https://orcid.org/0009-0001-1982-9260; Sauer, Christina; Herrmann, Moritz; Hinske, Ludwig Christian ORCID: https://orcid.org/0000-0001-7273-5899 und Boulesteix, Anne‐Laure ORCID: https://orcid.org/0000-0002-2729-0947
(2025):
To Tweak or Not to Tweak. How Exploiting Flexibilities in Gene Set Analysis Leads to Overoptimism.
In: Biometrical Journal, Bd. 67, Nr. 1, e70016
[PDF, 1MB]
2024
Heinze, Georg; Boulesteix, Anne‐Laure; Kammer, Michael; Morris, Tim P. und White, Ian R.
(2024):
Phases of methodological research in biostatistics. Building the evidence base for new methods.
In: Biometrical Journal, Bd. 66, Nr. 1, e2200222
[PDF, 309kB]
Nießl, Christina ORCID: https://orcid.org/0000-0003-2425-7858; Hoffmann, Sabine; Ullmann, Theresa und Boulesteix, Anne‐Laure ORCID: https://orcid.org/0000-0002-2729-0947
(2024):
Explaining the optimistic performance evaluation of newly proposed methods: A cross‐design validation experiment.
In: Biometrical Journal, Bd. 66, Nr. 1, 2200238
[PDF, 1MB]
ORCID: https://orcid.org/0000-0003-2425-7858; Hoffmann, Sabine; Ullmann, Theresa und Boulesteix, Anne‐Laure ORCID: https://orcid.org/0000-0002-2729-0947
(2024):
Explaining the optimistic performance evaluation of newly proposed methods: A cross‐design validation experiment.
In: Biometrical Journal, Bd. 66, Nr. 1, 2200238
[PDF, 1MB]
Hornung, Roman ORCID: https://orcid.org/0000-0002-6036-1495; Ludwigs, Frederik; Hagenberg, Jonas ORCID: https://orcid.org/0000-0002-1849-1106 und Boulesteix, Anne‐Laure ORCID: https://orcid.org/0000-0002-2729-0947
(2024):
Prediction approaches for partly missing multi‐omics covariate data: A literature review and an empirical comparison study.
In: WIREs Computational Statistics, Bd. 16, Nr. 1
[PDF, 3MB]
ORCID: https://orcid.org/0000-0002-6036-1495; Ludwigs, Frederik; Hagenberg, Jonas ORCID: https://orcid.org/0000-0002-1849-1106 und Boulesteix, Anne‐Laure ORCID: https://orcid.org/0000-0002-2729-0947
(2024):
Prediction approaches for partly missing multi‐omics covariate data: A literature review and an empirical comparison study.
In: WIREs Computational Statistics, Bd. 16, Nr. 1
[PDF, 3MB]
Wünsch, Milena ORCID: https://orcid.org/0009-0001-1982-9260; Sauer, Christina ORCID: https://orcid.org/0000-0003-2425-7858; Callahan, Patrick ORCID: https://orcid.org/0000-0003-1769-7580; Hinske, Ludwig Christian ORCID: https://orcid.org/0000-0001-7273-5899 und Boulesteix, Anne‐Laure ORCID: https://orcid.org/0000-0002-2729-0947
(2024):
From RNA sequencing measurements to the final results: A practical guide to navigating the choices and uncertainties of gene set analysis.
In: WIREs Computational Statistics, Bd. 16, Nr. 1
[PDF, 2MB]
ORCID: https://orcid.org/0009-0001-1982-9260; Sauer, Christina ORCID: https://orcid.org/0000-0003-2425-7858; Callahan, Patrick ORCID: https://orcid.org/0000-0003-1769-7580; Hinske, Ludwig Christian ORCID: https://orcid.org/0000-0001-7273-5899 und Boulesteix, Anne‐Laure ORCID: https://orcid.org/0000-0002-2729-0947
(2024):
From RNA sequencing measurements to the final results: A practical guide to navigating the choices and uncertainties of gene set analysis.
In: WIREs Computational Statistics, Bd. 16, Nr. 1
[PDF, 2MB]
Boulesteix, Anne‐Laure ORCID: https://orcid.org/0000-0002-2729-0947; Baillie, Mark ORCID: https://orcid.org/0000-0002-5618-0667; Edelmann, Dominic ORCID: https://orcid.org/0000-0001-7467-6343; Held, Leonhard ORCID: https://orcid.org/0000-0002-8686-5325; Morris, Tim P. ORCID: https://orcid.org/0000-0001-5850-3610 und Sauerbrei, Willi ORCID: https://orcid.org/0000-0002-6792-4123
(2024):
Editorial for the special collection “Towards neutral comparison studies in methodological research”.
In: Biometrical Journal, Bd. 66, Nr. 2
ORCID: https://orcid.org/0000-0002-2729-0947; Baillie, Mark ORCID: https://orcid.org/0000-0002-5618-0667; Edelmann, Dominic ORCID: https://orcid.org/0000-0001-7467-6343; Held, Leonhard ORCID: https://orcid.org/0000-0002-8686-5325; Morris, Tim P. ORCID: https://orcid.org/0000-0001-5850-3610 und Sauerbrei, Willi ORCID: https://orcid.org/0000-0002-6792-4123
(2024):
Editorial for the special collection “Towards neutral comparison studies in methodological research”.
In: Biometrical Journal, Bd. 66, Nr. 2
Dunias, Zoë S. ORCID: https://orcid.org/0000-0001-9412-0123; Calster, Ben van ORCID: https://orcid.org/0000-0003-1613-7450; Timmerman, Dirk ORCID: https://orcid.org/0000-0002-3707-6645; Boulesteix, Anne‐Laure ORCID: https://orcid.org/0000-0002-2729-0947 und Smeden, Maarten van ORCID: https://orcid.org/0000-0002-5529-1541
(2024):
A comparison of hyperparameter tuning procedures for clinical prediction models: A simulation study.
In: Statistics in Medicine, Bd. 43, Nr. 6: S. 1119-1134
[PDF, 2MB]
ORCID: https://orcid.org/0000-0001-9412-0123; Calster, Ben van ORCID: https://orcid.org/0000-0003-1613-7450; Timmerman, Dirk ORCID: https://orcid.org/0000-0002-3707-6645; Boulesteix, Anne‐Laure ORCID: https://orcid.org/0000-0002-2729-0947 und Smeden, Maarten van ORCID: https://orcid.org/0000-0002-5529-1541
(2024):
A comparison of hyperparameter tuning procedures for clinical prediction models: A simulation study.
In: Statistics in Medicine, Bd. 43, Nr. 6: S. 1119-1134
[PDF, 2MB]
Woehrle, Tobias; Pfeiffer, Florian; Mandl, Maximilian M. ORCID: https://orcid.org/0000-0003-0518-9802; Sobtzick, Wolfgang; Heitzer, Jörg; Krstova, Alisa; Kamm, Luzie; Feuerecker, Matthias; Moser, Dominique ORCID: https://orcid.org/0000-0002-3156-2976; Klein, Matthias; Aulinger, Benedikt; Dolch, Michael; Boulesteix, Anne‐Laure ORCID: https://orcid.org/0000-0002-2729-0947; Lanz, Daniel und Choukér, Alexander ORCID: https://orcid.org/0000-0002-0133-4104
(2024):
Point‐of‐care breath sample analysis by semiconductor‐based E‐Nose technology discriminates non‐infected subjects from SARS‐CoV‐2 pneumonia patients: a multi‐analyst experiment.
In: MedComm, Bd. 5, Nr. 11, e726
[PDF, 5MB]
ORCID: https://orcid.org/0000-0003-0518-9802; Sobtzick, Wolfgang; Heitzer, Jörg; Krstova, Alisa; Kamm, Luzie; Feuerecker, Matthias; Moser, Dominique ORCID: https://orcid.org/0000-0002-3156-2976; Klein, Matthias; Aulinger, Benedikt; Dolch, Michael; Boulesteix, Anne‐Laure ORCID: https://orcid.org/0000-0002-2729-0947; Lanz, Daniel und Choukér, Alexander ORCID: https://orcid.org/0000-0002-0133-4104
(2024):
Point‐of‐care breath sample analysis by semiconductor‐based E‐Nose technology discriminates non‐infected subjects from SARS‐CoV‐2 pneumonia patients: a multi‐analyst experiment.
In: MedComm, Bd. 5, Nr. 11, e726
[PDF, 5MB]
2023
Bischl, Bernd ORCID: https://orcid.org/0000-0001-6002-6980; Binder, Martin; Lang, Michel ORCID: https://orcid.org/0000-0001-9754-0393; Pielok, Tobias; Richter, Jakob ORCID: https://orcid.org/0000-0003-4481-5554; Coors, Stefan ORCID: https://orcid.org/0000-0002-7465-2146; Thomas, Janek; Ullmann, Theresa ORCID: https://orcid.org/0000-0003-1215-8561; Becker, Marc ORCID: https://orcid.org/0000-0002-8115-0400; Boulesteix, Anne‐Laure ORCID: https://orcid.org/0000-0002-2729-0947; Deng, Difan und Lindauer, Marius ORCID: https://orcid.org/0000-0002-9675-3175
(2023):
Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges.
In: WIREs Data Mining and Knowledge Discovery, Bd. 13, Nr. 2
[PDF, 6MB]
ORCID: https://orcid.org/0000-0001-6002-6980; Binder, Martin; Lang, Michel ORCID: https://orcid.org/0000-0001-9754-0393; Pielok, Tobias; Richter, Jakob ORCID: https://orcid.org/0000-0003-4481-5554; Coors, Stefan ORCID: https://orcid.org/0000-0002-7465-2146; Thomas, Janek; Ullmann, Theresa ORCID: https://orcid.org/0000-0003-1215-8561; Becker, Marc ORCID: https://orcid.org/0000-0002-8115-0400; Boulesteix, Anne‐Laure ORCID: https://orcid.org/0000-0002-2729-0947; Deng, Difan und Lindauer, Marius ORCID: https://orcid.org/0000-0002-9675-3175
(2023):
Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges.
In: WIREs Data Mining and Knowledge Discovery, Bd. 13, Nr. 2
[PDF, 6MB]