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Boulesteix, Anne-Laure Isabeau

Author ID: boulesteix.anne-laure-isabeau Recent zbMATH articles by "Boulesteix, Anne-Laure Isabeau"
Published as: Boulesteix, Anne-Laure; Boulesteix, Anne-Laure Isabeau; Boulesteix, A.-L.
External Links: MGP
Documents Indexed: 38 Publications since 2004, including 1 Book and 1 Additional arXiv Preprint
Co-Authors: 45 Co-Authors with 32 Joint Publications
453 Co-Co-Authors

Publications by Year

Citations contained in zbMATH Open

23 Publications have been cited 151 times in 125 Documents Cited by Year
Unbiased split selection for classification trees based on the Gini index. Zbl 1452.62469
Strobl, Carolin; Boulesteix, Anne-Laure; Augustin, Thomas
31
2007
Survival prediction using gene expression data: a review and comparison. Zbl 1453.62225
van Wieringen, Wessel N.; Kun, David; Hampel, Regina; Boulesteix, Anne-Laure
16
2009
Tunability: importance of hyperparameters of machine learning algorithms. Zbl 1485.68226
Probst, Philipp; Boulesteix, Anne-Laure; Bischl, Bernd
10
2019
On stability issues in deriving multivariable regression models. Zbl 1329.62035
Sauerbrei, Willi; Buchholz, Anika; Boulesteix, Anne-Laure; Binder, Harald
10
2015
P{LS} dimension reduction for classification with microarray data. Zbl 1086.62119
Boulesteix, Anne-Laure
9
2004
To tune or not to tune the number of trees in random forest. Zbl 1468.68164
Probst, Philipp; Boulesteix, Anne-Laure
8
2018
IPF-LASSO: integrative \(L_1\)-penalized regression with penalty factors for prediction based on multi-omics data. Zbl 1370.92016
Boulesteix, Anne-Laure; De Bin, Riccardo; Jiang, Xiaoyu; Fuchs, Mathias
8
2017
Subsampling versus bootstrapping in resampling-based model selection for multivariable regression. Zbl 1393.62059
De Bin, Riccardo; Janitza, Silke; Sauerbrei, Willi; Boulesteix, Anne-Laure
8
2016
Pitfalls of hypothesis tests and model selection on bootstrap samples: causes and consequences in biometrical applications. Zbl 1386.62053
Janitza, Silke; Binder, Harald; Boulesteix, Anne-Laure
7
2016
Random forest for ordinal responses: prediction and variable selection. Zbl 1468.62089
Janitza, Silke; Tutz, Gerhard; Boulesteix, Anne-Laure
6
2016
Machine learning versus statistical modeling. Zbl 1441.62290
Boulesteix, Anne-Laure; Schmid, Matthias
5
2014
A computationally fast variable importance test for random forests for high-dimensional data. Zbl 1416.62606
Janitza, Silke; Celik, Ender; Boulesteix, Anne-Laure
5
2018
Letter to the editor: On the necessity and design of studies comparing statistical methods. Zbl 1383.62019
Boulesteix, Anne-Laure; Binder, Harald; Abrahamowicz, Michal; Sauerbrei, Willi
4
2018
Maximally selected chi-square statistics and binary splits of nominal variables. Zbl 1442.62280
Boulesteix, Anne-Laure
3
2006
On the choice and influence of the number of boosting steps for high-dimensional linear Cox-models. Zbl 1417.65056
Seibold, Heidi; Bernau, Christoph; Boulesteix, Anne-Laure; De Bin, Riccardo
3
2018
Correcting the optimal resampling-based error rate by estimating the error rate of wrapper algorithms. Zbl 1429.62234
Bernau, Christoph; Augustin, Thomas; Boulesteix, Anne-Laure
3
2013
Multiple testing for SNP-SNP interactions. Zbl 1276.92083
Boulesteix, Anne-Laure; Strobl, Carolin; Weidinger, Stefan; Wichmann, H.-Erich; Wagenpfeil, Stefan
3
2007
Maximally selected chi-squared statistics and non-monotonic associations: an exact approach based on two cutpoints. Zbl 1445.62263
Boulesteix, Anne-Laure; Strobl, Carolin
3
2007
Maximally selected chi-square statistics for ordinal variables. Zbl 1442.62279
Boulesteix, Anne-Laure
2
2006
A statistical framework for hypothesis testing in real data comparison studies. Zbl 07671731
Boulesteix, Anne-Laure; Hable, Robert; Lauer, Sabine; Eugster, Manuel J. A.
2
2015
Identification of interaction patterns and classification with applications to microarray data. Zbl 1431.62260
Boulesteix, Anne-Laure; Tutz, Gerhard
2
2006
Categorical variables with many categories are preferentially selected in bootstrap-based model selection procedures for multivariable regression models. Zbl 1386.62063
Rospleszcz, Susanne; Janitza, Silke; Boulesteix, Anne-Laure
2
2016
Detection of influential points as a byproduct of resampling-based variable selection procedures. Zbl 1466.62054
De Bin, Riccardo; Boulesteix, Anne-Laure; Sauerbrei, Willi
1
2017
Tunability: importance of hyperparameters of machine learning algorithms. Zbl 1485.68226
Probst, Philipp; Boulesteix, Anne-Laure; Bischl, Bernd
10
2019
To tune or not to tune the number of trees in random forest. Zbl 1468.68164
Probst, Philipp; Boulesteix, Anne-Laure
8
2018
A computationally fast variable importance test for random forests for high-dimensional data. Zbl 1416.62606
Janitza, Silke; Celik, Ender; Boulesteix, Anne-Laure
5
2018
Letter to the editor: On the necessity and design of studies comparing statistical methods. Zbl 1383.62019
Boulesteix, Anne-Laure; Binder, Harald; Abrahamowicz, Michal; Sauerbrei, Willi
4
2018
On the choice and influence of the number of boosting steps for high-dimensional linear Cox-models. Zbl 1417.65056
Seibold, Heidi; Bernau, Christoph; Boulesteix, Anne-Laure; De Bin, Riccardo
3
2018
IPF-LASSO: integrative \(L_1\)-penalized regression with penalty factors for prediction based on multi-omics data. Zbl 1370.92016
Boulesteix, Anne-Laure; De Bin, Riccardo; Jiang, Xiaoyu; Fuchs, Mathias
8
2017
Detection of influential points as a byproduct of resampling-based variable selection procedures. Zbl 1466.62054
De Bin, Riccardo; Boulesteix, Anne-Laure; Sauerbrei, Willi
1
2017
Subsampling versus bootstrapping in resampling-based model selection for multivariable regression. Zbl 1393.62059
De Bin, Riccardo; Janitza, Silke; Sauerbrei, Willi; Boulesteix, Anne-Laure
8
2016
Pitfalls of hypothesis tests and model selection on bootstrap samples: causes and consequences in biometrical applications. Zbl 1386.62053
Janitza, Silke; Binder, Harald; Boulesteix, Anne-Laure
7
2016
Random forest for ordinal responses: prediction and variable selection. Zbl 1468.62089
Janitza, Silke; Tutz, Gerhard; Boulesteix, Anne-Laure
6
2016
Categorical variables with many categories are preferentially selected in bootstrap-based model selection procedures for multivariable regression models. Zbl 1386.62063
Rospleszcz, Susanne; Janitza, Silke; Boulesteix, Anne-Laure
2
2016
On stability issues in deriving multivariable regression models. Zbl 1329.62035
Sauerbrei, Willi; Buchholz, Anika; Boulesteix, Anne-Laure; Binder, Harald
10
2015
A statistical framework for hypothesis testing in real data comparison studies. Zbl 07671731
Boulesteix, Anne-Laure; Hable, Robert; Lauer, Sabine; Eugster, Manuel J. A.
2
2015
Machine learning versus statistical modeling. Zbl 1441.62290
Boulesteix, Anne-Laure; Schmid, Matthias
5
2014
Correcting the optimal resampling-based error rate by estimating the error rate of wrapper algorithms. Zbl 1429.62234
Bernau, Christoph; Augustin, Thomas; Boulesteix, Anne-Laure
3
2013
Survival prediction using gene expression data: a review and comparison. Zbl 1453.62225
van Wieringen, Wessel N.; Kun, David; Hampel, Regina; Boulesteix, Anne-Laure
16
2009
Unbiased split selection for classification trees based on the Gini index. Zbl 1452.62469
Strobl, Carolin; Boulesteix, Anne-Laure; Augustin, Thomas
31
2007
Multiple testing for SNP-SNP interactions. Zbl 1276.92083
Boulesteix, Anne-Laure; Strobl, Carolin; Weidinger, Stefan; Wichmann, H.-Erich; Wagenpfeil, Stefan
3
2007
Maximally selected chi-squared statistics and non-monotonic associations: an exact approach based on two cutpoints. Zbl 1445.62263
Boulesteix, Anne-Laure; Strobl, Carolin
3
2007
Maximally selected chi-square statistics and binary splits of nominal variables. Zbl 1442.62280
Boulesteix, Anne-Laure
3
2006
Maximally selected chi-square statistics for ordinal variables. Zbl 1442.62279
Boulesteix, Anne-Laure
2
2006
Identification of interaction patterns and classification with applications to microarray data. Zbl 1431.62260
Boulesteix, Anne-Laure; Tutz, Gerhard
2
2006
P{LS} dimension reduction for classification with microarray data. Zbl 1086.62119
Boulesteix, Anne-Laure
9
2004
all top 5

Cited by 295 Authors

12 Boulesteix, Anne-Laure Isabeau
6 Hapfelmeier, Alexander
5 Janitza, Silke
5 Sauerbrei, Willi
5 Strobl, Carolin
5 Ulm, Kurt W.
4 De Bin, Riccardo
4 Hothorn, Torsten
4 Tutz, Gerhard E.
3 Binder, Harald
3 Hornung, Roman
3 Zeileis, Achim
3 Zhang, Chunxia
2 Augustin, Thomas
2 Baneshi, Mohammad Reza
2 Berger, Moritz
2 De Wiel, Mark A. van
2 Farcomeni, Alessio
2 Garrusi, Behshid
2 Goeman, Jelle J.
2 Haller, Bernhard
2 Lausen, Berthold
2 Loh, Wei-Yin
2 Ma, Shuangge
2 Mansmann, Ulrich R.
2 Rauschenberger, Armin
2 Schmid, Matthias
2 Schumacher, Martin
2 van Nee, Mirrelijn M.
2 Zhang, Jiangshe
2 Zuccolotto, Paola
1 Abrahamowicz, Michal
1 Adler, Werner
1 Albizri, Abdullah
1 Alfò, Marco
1 Allison, David B.
1 Ambroise, Christophe
1 Amos, Christopher I.
1 Antoniadis, Anestis
1 Archer, Kellie J.
1 Asfha, Huruy Debessay
1 Aslam, Muhammad
1 Assou, S.
1 Bahrampour, Abbas
1 Bang, Sungwan
1 Barrieu, Pauline M.
1 Battauz, Michela
1 Beauchamp, Marie-Eve
1 Bécu, Jean-Michel
1 Benner, Axel
1 Benson, Mikael
1 Berkhof, Johannes
1 Bernatsky, Sasha
1 Bersimis, Fragkiskos G.
1 Bertrand, Frédéric
1 Billor, Nedret
1 Bing, Xin
1 Bischl, Bernd
1 Bock, Hans-Hermann
1 Bogdan, Małgorzata
1 Borboudakis, Giorgos
1 Borgan, Ørnulf
1 Bøvelstad, Hege M.
1 Bravo, Cristián
1 Bretz, Frank
1 Buchholz, Anika
1 Cafri, Guy
1 Calhoun, Peter
1 Cammarota, Camillo
1 Carlin, John B.
1 Cavanaugh, Joseph E.
1 Celik, Ender
1 Charrier, M.
1 Chen, Xiaolin
1 Chen, Yingjie
1 Chen, YiNing
1 Ciocănea-Teodorescu, Iuliana
1 Covert, Ian C.
1 Dalmasso, Cyril
1 Danieli, Coraline
1 De Silva, Anurika P.
1 Deglise-Hawkinson, Jivan
1 Dessombz, Olivier
1 Dominici, Francesca
1 Dunkler, Daniela
1 Ellenberger, David
1 Emura, Takeshi
1 Fan, Jianqing
1 Fan, Juanjuan
1 Fan, Yingying
1 Fan, Yiwei
1 Fandohan, Adandé Belarmain
1 Fang, Kuangnan
1 Friede, Tim
1 Fryzlewicz, Piotr
1 Fuchs, Mathias
1 Gefeller, Olaf
1 Ghannad-Rezaie, Mostafa
1 Göktaş, Pınar
1 Grandvalet, Yves
...and 195 more Authors
all top 5

Cited in 42 Serials

19 Computational Statistics and Data Analysis
18 Biometrical Journal
7 Computational Statistics
7 Journal of Machine Learning Research (JMLR)
6 Journal of Applied Statistics
4 Machine Learning
4 Communications in Statistics. Theory and Methods
4 Advances in Data Analysis and Classification. ADAC
4 Statistics and Computing
3 Scandinavian Journal of Statistics
3 The Annals of Statistics
3 Biometrics
3 Computational & Mathematical Methods in Medicine
3 Journal of Computational and Graphical Statistics
2 Psychometrika
2 Journal of Classification
2 Communications in Statistics. Simulation and Computation
2 Statistical Methods and Applications
2 Statistical Analysis and Data Mining
2 AStA. Advances in Statistical Analysis
2 The Annals of Applied Statistics
2 Journal of Probability and Statistics
1 Mathematical Biosciences
1 Journal of the American Statistical Association
1 Journal of Multivariate Analysis
1 Operations Research
1 Insurance Mathematics & Economics
1 Annals of Operations Research
1 European Journal of Operational Research
1 Journal of Statistical Computation and Simulation
1 Statistical Papers
1 Statistica Sinica
1 The Journal of Artificial Intelligence Research (JAIR)
1 Biostatistics
1 Statistical Applications in Genetics and Molecular Biology
1 Computational Biology and Chemistry
1 Journal of Statistical Theory and Practice
1 Applicable Analysis and Discrete Mathematics
1 Algorithms
1 Journal of Agricultural, Biological, and Environmental Statistics
1 S\(\vec{\text{e}}\)MA Journal
1 SIAM Journal on Mathematics of Data Science

Citations by Year