The evolution of boosting algorithms A Mayr, H Binder, O Gefeller, M Schmid Methods of information in medicine 53 (06), 419-427, 2014 | 385 | 2014 |
Model-based boosting in R: a hands-on tutorial using the R package mboost B Hofner, A Mayr, N Robinzonov, M Schmid Computational statistics 29, 3-35, 2014 | 316 | 2014 |
Does early improvement triggered by antidepressants predict response/remission?—Analysis of data from a naturalistic study on a large sample of inpatients with major depression V Henkel, F Seemüller, M Obermeier, M Adli, M Bauer, C Mundt, P Brieger, ... Journal of affective disorders 115 (3), 439-449, 2009 | 225 | 2009 |
Generalized additive models for location, scale and shape for high dimensional data—a flexible approach based on boosting A Mayr, N Fenske, B Hofner, T Kneib, M Schmid Journal of the Royal Statistical Society Series C: Applied Statistics 61 (3 …, 2012 | 199 | 2012 |
Effect of internet-based guided self-help vs individual face-to-face treatment on full or subsyndromal binge eating disorder in overweight or obese patients: the INTERBED … M de Zwaan, S Herpertz, S Zipfel, J Svaldi, HC Friederich, F Schmidt, ... JAMA psychiatry 74 (10), 987-995, 2017 | 145 | 2017 |
Should the PANSS be rescaled? M Obermeier, A Mayr, R Schennach-Wolff, F Seemüller, HJ Möller, ... Schizophrenia bulletin 36 (3), 455-460, 2010 | 122 | 2010 |
Approaches to regularized regression–a comparison between gradient boosting and the lasso T Hepp, M Schmid, O Gefeller, E Waldmann, A Mayr Methods of information in medicine 55 (05), 422-430, 2016 | 118 | 2016 |
Boosting the concordance index for survival data–a unified framework to derive and evaluate biomarker combinations A Mayr, M Schmid PloS one 9 (1), e84483, 2014 | 111 | 2014 |
The importance of knowing when to stop A Mayr, B Hofner, M Schmid Methods of Information in Medicine 51 (02), 178-186, 2012 | 93 | 2012 |
gamboostLSS: An R package for model building and variable selection in the GAMLSS framework B Hofner, A Mayr, M Schmid arXiv preprint arXiv:1407.1774, 2014 | 87 | 2014 |
Boosted beta regression M Schmid, F Wickler, KO Maloney, R Mitchell, N Fenske, A Mayr PloS one 8 (4), e61623, 2013 | 82 | 2013 |
Gradient boosting for distributional regression: faster tuning and improved variable selection via noncyclical updates J Thomas, A Mayr, B Bischl, M Schmid, A Smith, B Hofner Statistics and Computing 28, 673-687, 2018 | 77 | 2018 |
Predictors of response and remission in the acute treatment of first-episode schizophrenia patients—Is it all about early response? R Schennach-Wolff, M Jäger, A Mayr, S Meyer, KU Kühn, S Klingberg, ... European Neuropsychopharmacology 21 (5), 370-378, 2011 | 76 | 2011 |
An early improvement threshold to predict response and remission in first-episode schizophrenia R Schennach-Wolff, FH Seemüller, A Mayr, W Maier, S Klingberg, ... The British Journal of Psychiatry 196 (6), 460-466, 2010 | 69 | 2010 |
INTERBED: internet-based guided self-help for overweight and obese patients with full or subsyndromal binge eating disorder. A multicenter randomized controlled trial M de Zwaan, S Herpertz, S Zipfel, B Tuschen-Caffier, HC Friederich, ... Trials 13, 1-13, 2012 | 66 | 2012 |
Homer-1 polymorphisms are associated with psychopathology and response to treatment in schizophrenic patients I Spellmann, D Rujescu, R Musil, A Mayr, I Giegling, J Genius, P Zill, ... Journal of psychiatric research 45 (2), 234-241, 2011 | 64 | 2011 |
The randomized AMBORA trial: Impact of pharmacological/pharmaceutical care on medication safety and patient-reported outcomes during treatment with new oral anticancer agents P Dürr, K Schlichtig, C Kelz, B Deutsch, R Maas, MJ Eckart, J Wilke, ... Journal of Clinical Oncology 39 (18), 1983-1994, 2021 | 59 | 2021 |
Extending statistical boosting A Mayr, H Binder, O Gefeller, M Schmid Methods of information in medicine 53 (06), 428-435, 2014 | 59 | 2014 |
Pharmacist-led medication reviews to identify and collaboratively resolve drug-related problems in psychiatry–a controlled, clinical trial C Wolf, A Pauly, A Mayr, T Grömer, B Lenz, J Kornhuber, K Friedland PloS one 10 (11), e0142011, 2015 | 57 | 2015 |
Web-based data collection yielded an additional response bias—but had no direct effect on outcome scales A Mayr, O Gefeller, HU Prokosch, A Pirkl, A Fröhlich, M de Zwaan Journal of clinical epidemiology 65 (9), 970-977, 2012 | 57 | 2012 |