Edit Profile (opens in new tab) Binder, Harald Compute Distance To: Compute Author ID: binder.harald Published as: Binder, Harald Documents Indexed: 23 Publications since 2006, including 1 Book 2 Contributions as Editor Co-Authors: 39 Co-Authors with 21 Joint Publications 416 Co-Co-Authors all top 5 Co-Authors 4 single-authored 8 Schumacher, Martin 4 Porzelius, Christine 3 Boulesteix, Anne-Laure Isabeau 3 Sauerbrei, Willi 2 Kestler, Hans A. 2 Schmid, Matthias 2 Tutz, Gerhard E. 1 Abrahamowicz, Michal 1 Beißbarth, Tim 1 Beyersmann, Jan 1 Buchholz, Anika 1 Carpenter, James R. 1 Esins, Janina 1 Fischer, Martina 1 Golka, Klaus 1 Grabenhenrich, Linus 1 Grodd, Marlon 1 Hackenberg, Maren 1 Hengstler, Jan G. 1 Hieke, Stefanie 1 Ickstadt, Katja 1 Janitza, Silke 1 Johannes, Marc 1 Karagiannidis, Christian 1 Konstantinidis, Stavros 1 Kreutz, Clemens 1 Müller, Tina 1 Nieters, Alexandra 1 Reiser, Veronika 1 Rücker, Gerta 1 Schmidtmann, Irene 1 Schoop, Rotraut 1 Schwarzer, Guido 1 Schwender, Holger 1 Stampf, Susanne 1 Steffens, Michael 1 van Wieringen, Wessel N. 1 Wockner, Leesa F. 1 Zöller, Daniela all top 5 Serials 11 Biometrical Journal 5 Computational Statistics 2 Computational Statistics and Data Analysis 2 Statistical Applications in Genetics and Molecular Biology 1 The American Statistician 1 Biometrics 1 Biostatistics 1 Journal of Computational and Graphical Statistics Fields 24 Statistics (62-XX) 5 Numerical analysis (65-XX) 5 Biology and other natural sciences (92-XX) 4 General and overarching topics; collections (00-XX) 2 Computer science (68-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 15 Publications have been cited 112 times in 93 Documents Cited by ▼ Year ▼ Generalized additive modeling with implicit variable selection by likelihood-based boosting. Zbl 1116.62075Tutz, Gerhard; Binder, Harald 39 2006 Boosting ridge regression. Zbl 1330.62294Tutz, Gerhard; Binder, Harald 21 2007 Adapting prediction error estimates for biased complexity selection in high-dimensional bootstrap samples. Zbl 1276.62060Binder, Harald; Schumacher, Martin 12 2008 On stability issues in deriving multivariable regression models. Zbl 1329.62035Sauerbrei, Willi; Buchholz, Anika; Boulesteix, Anne-Laure; Binder, Harald 10 2015 Pitfalls of hypothesis tests and model selection on bootstrap samples: causes and consequences in biometrical applications. Zbl 1386.62053Janitza, Silke; Binder, Harald; Boulesteix, Anne-Laure 7 2016 Quantifying the predictive accuracy of time-to-event models in the presence of competing risks. Zbl 1207.62209Schoop, Rotraut; Beyersmann, Jan; Schumacher, Martin; Binder, Harald 6 2011 Proceedings of Reisensburg 2010. Zbl 1305.00129 4 2013 Proceedings of Reisensburg 2011. Zbl 1306.00039 3 2014 Treatment-effect estimates adjusted for small-study effects via a limit meta-analysis. Zbl 1437.62597Rücker, Gerta; Schwarzer, Guido; Carpenter, James R.; Binder, Harald; Schumacher, Martin 2 2011 Supporting information leveraging external knowledge on molecular interactions in classification methods for risk prediction of patients. Zbl 1209.62324Porzelius, Christine; Johannes, Marc; Binder, Harald; Beißbarth, Tim 2 2011 What subject matter questions motivate the use of machine learning approaches compared to statistical models for probability prediction? Zbl 1441.62286Binder, Harald 2 2014 Letter to the editor: On the necessity and design of studies comparing statistical methods. Zbl 1383.62019Boulesteix, Anne-Laure; Binder, Harald; Abrahamowicz, Michal; Sauerbrei, Willi 1 2018 An overview of techniques for linking high-dimensional molecular data to time-to-event endpoints by risk prediction models. Zbl 1209.62259Binder, Harald; Porzelius, Christine; Schumacher, Martin 1 2011 Can matching improve the performance of boosting for identifying important genes in observational studies? Zbl 1305.65072Reiser, Veronika; Porzelius, Christine; Stampf, Susanne; Schumacher, Martin; Binder, Harald 1 2013 minPtest: a resampling based gene region-level testing procedure for genetic case-control studies. Zbl 1306.65068Hieke, Stefanie; Binder, Harald; Nieters, Alexandra; Schumacher, Martin 1 2014 Letter to the editor: On the necessity and design of studies comparing statistical methods. Zbl 1383.62019Boulesteix, Anne-Laure; Binder, Harald; Abrahamowicz, Michal; Sauerbrei, Willi 1 2018 Pitfalls of hypothesis tests and model selection on bootstrap samples: causes and consequences in biometrical applications. Zbl 1386.62053Janitza, Silke; Binder, Harald; Boulesteix, Anne-Laure 7 2016 On stability issues in deriving multivariable regression models. Zbl 1329.62035Sauerbrei, Willi; Buchholz, Anika; Boulesteix, Anne-Laure; Binder, Harald 10 2015 Proceedings of Reisensburg 2011. Zbl 1306.00039 3 2014 What subject matter questions motivate the use of machine learning approaches compared to statistical models for probability prediction? Zbl 1441.62286Binder, Harald 2 2014 minPtest: a resampling based gene region-level testing procedure for genetic case-control studies. Zbl 1306.65068Hieke, Stefanie; Binder, Harald; Nieters, Alexandra; Schumacher, Martin 1 2014 Proceedings of Reisensburg 2010. Zbl 1305.00129 4 2013 Can matching improve the performance of boosting for identifying important genes in observational studies? Zbl 1305.65072Reiser, Veronika; Porzelius, Christine; Stampf, Susanne; Schumacher, Martin; Binder, Harald 1 2013 Quantifying the predictive accuracy of time-to-event models in the presence of competing risks. Zbl 1207.62209Schoop, Rotraut; Beyersmann, Jan; Schumacher, Martin; Binder, Harald 6 2011 Treatment-effect estimates adjusted for small-study effects via a limit meta-analysis. Zbl 1437.62597Rücker, Gerta; Schwarzer, Guido; Carpenter, James R.; Binder, Harald; Schumacher, Martin 2 2011 Supporting information leveraging external knowledge on molecular interactions in classification methods for risk prediction of patients. Zbl 1209.62324Porzelius, Christine; Johannes, Marc; Binder, Harald; Beißbarth, Tim 2 2011 An overview of techniques for linking high-dimensional molecular data to time-to-event endpoints by risk prediction models. Zbl 1209.62259Binder, Harald; Porzelius, Christine; Schumacher, Martin 1 2011 Adapting prediction error estimates for biased complexity selection in high-dimensional bootstrap samples. Zbl 1276.62060Binder, Harald; Schumacher, Martin 12 2008 Boosting ridge regression. Zbl 1330.62294Tutz, Gerhard; Binder, Harald 21 2007 Generalized additive modeling with implicit variable selection by likelihood-based boosting. Zbl 1116.62075Tutz, Gerhard; Binder, Harald 39 2006 all cited Publications top 5 cited Publications all top 5 Cited by 187 Authors 14 Tutz, Gerhard E. 10 Boulesteix, Anne-Laure Isabeau 9 Binder, Harald 6 De Bin, Riccardo 5 Bischl, Bernd 5 Sauerbrei, Willi 5 Schmid, Matthias 5 Schumacher, Martin 4 Hothorn, Torsten 4 Janitza, Silke 4 Kestler, Hans A. 4 Porzelius, Christine 3 Hofner, Benjamin 3 Kneib, Thomas 3 Mayr, Andreas 3 Schauberger, Gunther 3 Zahid, Faisal Maqbool 3 Zhang, Chunxia 2 Benner, Axel 2 Hepp, Tobias 2 Mitsuhiro, Masaki 2 Petry, Sebastian 2 Thomas, Janek 2 Wand, Matthew P. 2 Wood, Simon N. 2 Yadohisa, Hiroshi 2 Zhang, Jiangshe 2 Ziegler, Andreas 1 Almalik, Osama 1 Alotaibi, Refah Mohammed 1 Amato, Umberto 1 Amini, Morteza 1 Antoniadis, Anestis 1 Aravkin, Aleksandr Y. 1 Battauz, Michela 1 Beißbarth, Tim 1 Belitz, Christiane 1 Bernau, Christoph 1 Berr, Claudine 1 Bersimis, Fragkiskos G. 1 Biau, Gérard 1 Blackstone, Eugene H. 1 Blagus, Rok 1 Blanche, Paul 1 Bock, Hans-Hermann 1 Bottegal, Giulio 1 Bowden, Jack 1 Brisbin, Abra 1 Buchholz, Anika 1 Bühlmann, Peter 1 Burzykowski, Tomasz 1 Carroll, Raymond James 1 Casalicchio, Giuseppe 1 Chang, Chung-Chou H. 1 Chang, Yuan-chin Ivan 1 Chen, Zehua 1 Christmann, Andreas 1 Costantino, Joseph P. 1 Cronin, Kathleen A. 1 Dartigues, Jean-François 1 De Feis, Italia 1 Denuit, Michel M. 1 Dignam, James J. 1 Dunkler, Daniela 1 Edler, Lutz 1 Ehrlinger, John 1 Elsheikh, Ahmed H. 1 Fahrmeir, Ludwig 1 Fang, Kuangnan 1 Feuer, Eric J. 1 Fiaccone, Rosemeire L. 1 Fridley, Brooke L. 1 Fu, Zhixuan 1 Fuchs, Mathias 1 Gail, Mitchell H. 1 Gefeller, Olaf 1 Gong, Yuan 1 Graf, Erika 1 Hable, Robert 1 Hainaut, Donatien 1 Heinze, Georg 1 Henderson, Robin G. 1 Hennig, Christian 1 Heumann, Christian 1 Hoteit, Ibrahim 1 Houwing-Duistermaat, Jeanine J. 1 Howard, George 1 Ishwaran, Hemant 1 Jackson, Chris J. 1 Jacqmin-Gadda, Hélène 1 Jaeger, Byron C. 1 Ji, Nannan 1 Jiang, Xiaoyu 1 Johannes, Marc 1 Kibria, B. M. Golam 1 Kim, Sang-Woon 1 Koch, Dominik 1 Kogalur, Udaya B. 1 Kohler, Michael 1 Komori, Osamu ...and 87 more Authors all top 5 Cited in 33 Serials 16 Computational Statistics and Data Analysis 15 Computational Statistics 14 Biometrical Journal 4 Biometrics 3 Journal of Applied Statistics 3 Computational & Mathematical Methods in Medicine 2 Journal of Statistical Planning and Inference 2 Machine Learning 2 Journal of Statistical Computation and Simulation 2 Test 2 Statistical Modelling 2 Advances in Data Analysis and Classification. ADAC 2 Electronic Journal of Statistics 2 The Annals of Applied Statistics 2 Statistics and Computing 1 The American Statistician 1 The Canadian Journal of Statistics 1 Computer Methods in Applied Mechanics and Engineering 1 Psychometrika 1 Annals of the Institute of Statistical Mathematics 1 British Journal of Mathematical & Statistical Psychology 1 Statistics & Probability Letters 1 Statistical Science 1 Communications in Statistics. Theory and Methods 1 Lifetime Data Analysis 1 Australian & New Zealand Journal of Statistics 1 Scandinavian Actuarial Journal 1 Statistical Applications in Genetics and Molecular Biology 1 Statistical Methods and Applications 1 Statistical Analysis and Data Mining 1 AStA. Advances in Statistical Analysis 1 Journal of Computational and Graphical Statistics 1 Japanese Journal of Statistics and Data Science all top 5 Cited in 9 Fields 91 Statistics (62-XX) 17 Computer science (68-XX) 13 Numerical analysis (65-XX) 10 Biology and other natural sciences (92-XX) 6 General and overarching topics; collections (00-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Functional analysis (46-XX) 1 Geophysics (86-XX) Citations by Year