| 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 | 191 | 2009 |
| 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 (1-2), 3-35, 2014 | 182 | 2014 |
| The evolution of boosting algorithms-from machine learning to statistical modelling A Mayr, H Binder, O Gefeller, M Schmid arXiv preprint arXiv:1403.1452, 2014 | 170 | 2014 |
| 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 …, 2012 | 128 | 2012 |
| Should the PANSS be rescaled? M Obermeier, A Mayr, R Schennach-Wolff, F Seemüller, HJ Möller, ... Schizophrenia bulletin 36 (3), 455-460, 2010 | 81 | 2010 |
| 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 | 65 | 2011 |
| The importance of knowing when to stop A Mayr, B Hofner, M Schmid Methods of Information in Medicine 51 (02), 178-186, 2012 | 64 | 2012 |
| 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 | 62 | 2014 |
| 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 | 58 | 2010 |
| 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 | 56 | 2011 |
| 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), 220, 2012 | 52 | 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 | 48 | 2017 |
| 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 | 48 | 2014 |
| Boosted beta regression M Schmid, F Wickler, KO Maloney, R Mitchell, N Fenske, A Mayr PloS one 8 (4), e61623, 2013 | 45 | 2013 |
| 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 | 44 | 2012 |
| 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 | 42 | 2016 |
| Extending statistical boosting-an overview of recent methodological developments A Mayr, H Binder, O Gefeller, M Schmid arXiv preprint arXiv:1403.1692, 2014 | 40 | 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 | 35 | 2015 |
| Prediction intervals for future BMI values of individual children-a non-parametric approach by quantile boosting A Mayr, T Hothorn, N Fenske BMC Medical Research Methodology 12 (1), 6, 2012 | 35 | 2012 |
| gamboostLSS: Boosting methods for GAMLSS models B Hofner, A Mayr, N Fenske, M Schmid URL https://r-forge. r-project. org/projects/gamboostlss. R package version …, 2012 | 35 | 2012 |
