Martin Schumacher

Publication Activity (10 Years)

Years Active: 1994-2021
Publications (10 Years): 3

Top Topics

Integrating Multiple

False Discovery Rate

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Pascal Schlosser, Jochen Knaus, Maximilian Schmutz, Konstanze Döhner, Christoph Plass, Lars Bullinger, Rainer Claus, Harald Binder, Michael Lübbert, Martin Schumacher
Netboost: Boosting-Supported Network Analysis Improves High-Dimensional Omics Prediction in Acute Myeloid Leukemia and Huntington's Disease. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (6) (2021)
Regina Brinster, Anna Köttgen, Bamidele O. Tayo, Martin Schumacher, Peggy Sekula
Control procedures and estimators of the false discovery rate and their application in low-dimensional settings: an empirical investigation. BMC Bioinform. 19 (1) (2018)
Stefanie Hieke, Axel Benner, Richard F. Schlenl, Martin Schumacher, Lars Bullinger, Harald Binder
Integrating multiple molecular sources into a clinical risk prediction signature by extracting complementary information. BMC Bioinform. 17 (2016)
Stefanie Hieke, Harald Binder, Alexandra Nieters, Martin Schumacher
minPtest: a resampling based gene region-level testing procedure for genetic case-control studies. Comput. Stat. 29 (1) (2014)
Veronika Reiser, Christine Porzelius, Susanne Stampf, Martin Schumacher, Harald Binder
Can matching improve the performance of boosting for identifying important genes in observational studies? Comput. Stat. 28 (1) (2013)
Arthur Allignol, Martin Schumacher, Jan Beyersmann
Estimating summary functionals in multistate models with an application to hospital infection data. Comput. Stat. 26 (2) (2011)
Martin Wolkewitz, Martin Schumacher
Simulating and analysing infectious disease data in a heterogeneous population with migration. Comput. Methods Programs Biomed. 104 (2) (2011)
Christine Porzelius, Martin Schumacher, Harald Binder
The benefit of data-based model complexity selection via prediction error curves in time-to-event data. Comput. Stat. 26 (2) (2011)
Christine Porzelius, Martin Schumacher, Harald Binder
Sparse regression techniques in low-dimensional survival data settings. Stat. Comput. 20 (2) (2010)
Harald Binder, Martin Schumacher
Incorporating pathway information into boosting estimation of high-dimensional risk prediction models. BMC Bioinform. 10 (2009)
Harald Binder, Arthur Allignol, Martin Schumacher, Jan Beyersmann
Boosting for high-dimensional time-to-event data with competing risks. Bioinform. 25 (7) (2009)
Christine Porzelius, Harald Binder, Martin Schumacher
Parallelized prediction error estimation for evaluation of high-dimensional models. Bioinform. 25 (6) (2009)
Harald Binder, Martin Schumacher
Allowing for mandatory covariates in boosting estimation of sparse high-dimensional survival models. BMC Bioinform. 9 (2008)
Harald Binder, Martin Schumacher
Comment on "network-constrained regularization and variable selection for analysis of genomic data". Bioinform. 24 (21) (2008)
Martin Schumacher, Harald Binder, Thomas Gerds
Assessment of survival prediction models based on microarray data. Bioinform. 23 (14) (2007)
Norbert Holländer, Martin Schumacher
Estimating the functional form of a continuous covariate's effect on survival time. Comput. Stat. Data Anal. 50 (4) (2006)
Willi Sauerbrei, Martin Schumacher
Bootstrap and Cross-Validation to Assess Complexity of Data-Driven Regression Models. ISMDA (2000)
Erika Graf, Willi Sauerbrei, Martin Schumacher, Claudia Schmoor
Berücksichtigung prognostischer Faktoren bei der Planung von Therapiestudien. GMDS (1994)
C. Schmoor, M. Olschewski, Martin Schumacher
Randomisierte und nicht-randomisierte Patienten in klinischen Therapiestudien: Erfahrungen mit dem CCS-Design. GMDS (1994)