Edit Profile (opens in new tab) Schmid, Matthias Compute Distance To: Compute Author ID: schmid.matthias Published as: Schmid, Matthias Documents Indexed: 31 Publications since 2000, including 2 Books 5 Contributions as Editor Co-Authors: 41 Co-Authors with 31 Joint Publications 551 Co-Co-Authors all top 5 Co-Authors 3 single-authored 7 Berger, Moritz 5 Kestler, Hans A. 4 Bischl, Bernd 4 Hofner, Benjamin 4 Schneeweiss, Hans 3 Hothorn, Torsten 3 Mayr, Andreas 3 Tutz, Gerhard E. 3 Welchowski, Thomas 2 Binder, Harald 2 Boulesteix, Anne-Laure Isabeau 2 Kneib, Thomas 2 Wright, Marvin N. 1 Adler, Werner 1 Augustin, Thomas 1 Bakić, Vukman V. 1 Brenning, Alexander 1 Bühlmann, Peter 1 Casalicchio, Giuseppe 1 Edler, Lutz 1 Gefeller, Olaf 1 Heim, Nils 1 Hielscher, Thomas 1 Klein, Nadja 1 Krause, Friedemann 1 Küchenhoff, Helmut 1 Lausen, Berthold 1 Maloney, Kelly O. 1 Münster, Eva 1 Potapov, Sergej 1 Pressler, Tania 1 Puth, Marie-Therese 1 Rabe, Christina 1 Robinzonov, Nikolay 1 Rost, Daniel 1 Schmitz-Valckenberg, Steffen 1 Shaposhnikov, Mikhail 1 Taylor-Robinson, David 1 Thomas, Janek 1 Vogt, Michael P. 1 Waldmann, Elisabeth 1 Weinhold, Leonie all top 5 Serials 6 Computational Statistics 4 Biometrical Journal 2 Biometrics 2 Computational Statistics and Data Analysis 2 Statistics and Computing 1 Metrika 1 Nuclear Physics. B 1 Scandinavian Journal of Statistics 1 Journal of Econometrics 1 Statistica Neerlandica 1 Journal of Statistical Computation and Simulation 1 Lifetime Data Analysis 1 Data Mining and Knowledge Discovery 1 AStA. Allgemeines Statistisches Archiv 1 Statistical Modelling 1 Journal of Machine Learning Research (JMLR) 1 Statistical Applications in Genetics and Molecular Biology 1 Advances in Data Analysis and Classification. ADAC 1 AStA. Advances in Statistical Analysis 1 The Annals of Applied Statistics 1 Journal of Computational and Graphical Statistics 1 Springer Series in Statistics all top 5 Fields 32 Statistics (62-XX) 9 Numerical analysis (65-XX) 6 General and overarching topics; collections (00-XX) 3 Computer science (68-XX) 2 Fluid mechanics (76-XX) 2 Biology and other natural sciences (92-XX) 1 Combinatorics (05-XX) 1 Partial differential equations (35-XX) 1 Quantum theory (81-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 18 Publications have been cited 100 times in 75 Documents Cited by ▼ Year ▼ Model-based boosting 2.0. Zbl 1242.68002Hothorn, Torsten; Bühlmann, Peter; Kneib, Thomas; Schmid, Matthias; Hofner, Benjamin 21 2010 Boosting additive models using component-wise P-splines. Zbl 1231.62071Schmid, Matthias; Hothorn, Torsten 20 2008 Model-based boosting in R: a hands-on tutorial using the R package mboost. Zbl 1306.65069Hofner, Benjamin; Mayr, Andreas; Robinzonov, Nikolay; Schmid, Matthias 13 2014 Modeling discrete time-to-event data. Zbl 1338.62006Tutz, Gerhard; Schmid, Matthias 9 2016 Machine learning versus statistical modeling. Zbl 1441.62290Boulesteix, Anne-Laure; Schmid, Matthias 5 2014 Gradient boosting for distributional regression: faster tuning and improved variable selection via noncyclical updates. Zbl 1384.62139Thomas, Janek; Mayr, Andreas; Bischl, Bernd; Schmid, Matthias; Smith, Adam; Hofner, Benjamin 4 2018 Ensemble classification of paired data. Zbl 1328.62578Adler, Werner; Brenning, Alexander; Potapov, Sergej; Schmid, Matthias; Lausen, Berthold 4 2011 Proceedings of Reisensburg 2010. Zbl 1305.00129 4 2013 Boosting joint models for longitudinal and time-to-event data. Zbl 1379.62088Waldmann, Elisabeth; Taylor-Robinson, David; Klein, Nadja; Kneib, Thomas; Pressler, Tania; Schmid, Matthias; Mayr, Andreas 3 2017 Estimation of a linear model under microaggregation by individual ranking. Zbl 1109.62057Schmid, Matthias 3 2006 Estimation of a linear regression under microaggregation with the response variable as a sorting variable. Zbl 1149.62318Schmid, Matthias; Schneeweiss, Hans; Küchenhoff, Helmut 3 2007 A robust alternative to the Schemper-Henderson estimator of prediction error. Zbl 1217.62189Schmid, Matthias; Hielscher, Thomas; Augustin, Thomas; Gefeller, Olaf 2 2011 Proceedings of Reisensburg 2011. Zbl 1306.00039 2 2014 A classification tree approach for the modeling of competing risks in discrete time. Zbl 1474.62382Berger, Moritz; Welchowski, Thomas; Schmitz-Valckenberg, Steffen; Schmid, Matthias 2 2019 Tree-structured modelling of varying coefficients. Zbl 1430.62164Berger, Moritz; Tutz, Gerhard; Schmid, Matthias 2 2019 Proceedings of Reisensburg 2014–2015. Zbl 1417.00077 1 2018 The effect of microaggregation by individual ranking on the estimation of moments. Zbl 1431.62666Schmid, Matthias; Schneeweiss, Hans 1 2009 Reproducible research in statistics: a review and guidelines for the Biometrical Journal. Zbl 1381.62272Hofner, Benjamin; Schmid, Matthias; Edler, Lutz 1 2016 A classification tree approach for the modeling of competing risks in discrete time. Zbl 1474.62382Berger, Moritz; Welchowski, Thomas; Schmitz-Valckenberg, Steffen; Schmid, Matthias 2 2019 Tree-structured modelling of varying coefficients. Zbl 1430.62164Berger, Moritz; Tutz, Gerhard; Schmid, Matthias 2 2019 Gradient boosting for distributional regression: faster tuning and improved variable selection via noncyclical updates. Zbl 1384.62139Thomas, Janek; Mayr, Andreas; Bischl, Bernd; Schmid, Matthias; Smith, Adam; Hofner, Benjamin 4 2018 Proceedings of Reisensburg 2014–2015. Zbl 1417.00077 1 2018 Boosting joint models for longitudinal and time-to-event data. Zbl 1379.62088Waldmann, Elisabeth; Taylor-Robinson, David; Klein, Nadja; Kneib, Thomas; Pressler, Tania; Schmid, Matthias; Mayr, Andreas 3 2017 Modeling discrete time-to-event data. Zbl 1338.62006Tutz, Gerhard; Schmid, Matthias 9 2016 Reproducible research in statistics: a review and guidelines for the Biometrical Journal. Zbl 1381.62272Hofner, Benjamin; Schmid, Matthias; Edler, Lutz 1 2016 Model-based boosting in R: a hands-on tutorial using the R package mboost. Zbl 1306.65069Hofner, Benjamin; Mayr, Andreas; Robinzonov, Nikolay; Schmid, Matthias 13 2014 Machine learning versus statistical modeling. Zbl 1441.62290Boulesteix, Anne-Laure; Schmid, Matthias 5 2014 Proceedings of Reisensburg 2011. Zbl 1306.00039 2 2014 Proceedings of Reisensburg 2010. Zbl 1305.00129 4 2013 Ensemble classification of paired data. Zbl 1328.62578Adler, Werner; Brenning, Alexander; Potapov, Sergej; Schmid, Matthias; Lausen, Berthold 4 2011 A robust alternative to the Schemper-Henderson estimator of prediction error. Zbl 1217.62189Schmid, Matthias; Hielscher, Thomas; Augustin, Thomas; Gefeller, Olaf 2 2011 Model-based boosting 2.0. Zbl 1242.68002Hothorn, Torsten; Bühlmann, Peter; Kneib, Thomas; Schmid, Matthias; Hofner, Benjamin 21 2010 The effect of microaggregation by individual ranking on the estimation of moments. Zbl 1431.62666Schmid, Matthias; Schneeweiss, Hans 1 2009 Boosting additive models using component-wise P-splines. Zbl 1231.62071Schmid, Matthias; Hothorn, Torsten 20 2008 Estimation of a linear regression under microaggregation with the response variable as a sorting variable. Zbl 1149.62318Schmid, Matthias; Schneeweiss, Hans; Küchenhoff, Helmut 3 2007 Estimation of a linear model under microaggregation by individual ranking. Zbl 1109.62057Schmid, Matthias 3 2006 all cited Publications top 5 cited Publications all top 5 Cited by 149 Authors 14 Schmid, Matthias 7 Hofner, Benjamin 7 Kneib, Thomas 6 Tutz, Gerhard E. 5 Berger, Moritz 5 Greven, Sonja 4 Boulesteix, Anne-Laure Isabeau 4 Hothorn, Torsten 4 Mayr, Andreas 4 Scheipl, Fabian 3 Bischl, Bernd 3 De Bin, Riccardo 3 Groll, Andreas 3 Kestler, Hans A. 3 Mojirsheibani, Majid 3 Schneeweiss, Hans 3 Welchowski, Thomas 2 Binder, Harald 2 Brockhaus, Sarah 2 Ishwaran, Hemant 2 Mitsuhiro, Masaki 2 Petry, Sebastian 2 Robinzonov, Nikolay 2 Schumacher, Martin 2 Umlauf, Nikolaus 2 Yadohisa, Hiroshi 1 Adler, Werner 1 Alotaibi, Refah Mohammed 1 Ambroise, Christophe 1 Amos, Christopher I. 1 Balakrishnan, Narayanaswamy 1 Bar-Hen, Avner 1 Bauer, Verena 1 Bebawy, Sally S. 1 Bécu, Jean-Michel 1 Ben Taieb, Souhaib 1 Bender, Andreas O. 1 Bernau, Christoph 1 Bickeböller, Heike 1 Blackstone, Eugene H. 1 Bommert, Andrea 1 Borgan, Ørnulf 1 Bühlmann, Peter 1 Burger, Patricia 1 Chang-Claude, Jenny 1 Chen, Guanhua 1 Chen, Ningyuan 1 Christmann, Andreas 1 Cobre, Juliana 1 Crăiniceanu, Ciprian-Mugur 1 Dalmasso, Cyril 1 de Oliveira, Sandra Cristina 1 Ehrlinger, John 1 English, D. R. 1 Ernest, Jan 1 Fiaccone, Rosemeire L. 1 Friede, Tim 1 Friedrichs, Stefanie 1 Fuchs, Mathias 1 Gefeller, Olaf 1 Gertheiss, Jan 1 Gey, Servane 1 Ghannad-Rezaie, Mostafa 1 Giganti, Mark J. 1 Graf, Erika 1 Grandvalet, Yves 1 Hable, Robert 1 Hambuckers, Julien 1 Harhoff, Dietmar 1 Heim, Nils 1 Henderson, Robin G. 1 Hepp, Tobias 1 Huang, Lei 1 Hyndman, Rob J. 1 Janitza, Silke 1 Jiang, Xiaoyu 1 Johnson, Brent A. 1 Kauermann, Goran 1 Klein, Nadja 1 Kogalur, Udaya B. 1 Kong, Jiajie 1 Kvamme, Håvard 1 Lang, Michel 1 Lausen, Berthold 1 Lee, Donald K. K. 1 Li, Liang 1 Lian, Heng 1 Manitz, Juliane 1 Marra, Giampiero 1 McNair, P. D. 1 Meyer, Sebastian 1 Montazeri, Zahra 1 Münster, Eva 1 Nagler, Thomas 1 Ng, Serena 1 Opitz, Madeleine 1 Pande, Amol 1 Partovi Nia, Vihad 1 Peters, Jonas 1 Poggi, Jean-Michel ...and 49 more Authors all top 5 Cited in 28 Serials 12 Computational Statistics 8 Biometrical Journal 7 Statistics and Computing 6 Statistical Modelling 4 Lifetime Data Analysis 4 Computational & Mathematical Methods in Medicine 3 Computational Statistics and Data Analysis 3 AStA. Advances in Statistical Analysis 2 The Annals of Statistics 2 Journal of Econometrics 2 Journal of Statistical Computation and Simulation 2 Test 2 Journal of Applied Statistics 2 Advances in Data Analysis and Classification. ADAC 2 Journal of Computational and Graphical Statistics 1 Metrika 1 Statistics & Probability Letters 1 Machine Learning 1 Communications in Statistics. Simulation and Computation 1 Data Mining and Knowledge Discovery 1 Statistical Applications in Genetics and Molecular Biology 1 Statistical Methods and Applications 1 Statistical Analysis and Data Mining 1 Electronic Journal of Statistics 1 The Annals of Applied Statistics 1 Mathematical Geosciences 1 Bayesian Analysis 1 Japanese Journal of Statistics and Data Science all top 5 Cited in 9 Fields 71 Statistics (62-XX) 17 Numerical analysis (65-XX) 10 Computer science (68-XX) 7 Biology and other natural sciences (92-XX) 3 General and overarching topics; collections (00-XX) 2 Geophysics (86-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Functional analysis (46-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Citations by Year