Andreas Mayr

Orcid: 0000-0001-7106-9732

Affiliations:
  • University of Marburg, Department of Medical Biometry and Statistics, Germany
  • University of Bonn, Department of Medical Biometrics, Informatics and Epidemiology, Medical Faculty, Germany (2018-2024)
  • Ludwig-Maximilians-Universitat Munchen, Department of Statistics, Germany (2017-2018)
  • Friedrich-Alexander-Universität Erlangen-Nürnberg, Department of Medical Informatics, Biometry and Epidemiology, Germany (2010-2017)


According to our database1, Andreas Mayr authored at least 17 papers between 2014 and 2026.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2026
Robust gradient boosting for generalized additive models for location, scale and shape.
Adv. Data Anal. Classif., March, 2026

2025
A balanced statistical boosting approach for GAMLSS via new step lengths.
Comput. Stat., November, 2025

2024
Ranking evaluation metrics from a group-theoretic perspective.
CoRR, 2024

2023
Redundancy-aware unsupervised rankings for collections of gene sets.
CoRR, 2023

2022
Redundancy-aware unsupervised ranking based on game theory - application to gene enrichment analysis.
CoRR, 2022

GenRisk: a tool for comprehensive genetic risk modeling.
Bioinform., 2022

Unsupervised Features Ranking via Coalitional Game Theory for Categorical Data.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2022

2021
Randomized boosting with multivariable base-learners for high-dimensional variable selection and prediction.
BMC Bioinform., 2021

2020
RefCurv: A software for the construction of pediatric reference curves.
Softw. Impacts, 2020

Latent class distributional regression for the estimation of non-linear reference limits from contaminated data sources.
BMC Bioinform., 2020

2018
Gradient boosting for distributional regression: faster tuning and improved variable selection via noncyclical updates.
Stat. Comput., 2018

Corrigendum to "Probing for Sparse and Fast Variable Selection with Model-Based Boosting".
Comput. Math. Methods Medicine, 2018

2017
Probing for Sparse and Fast Variable Selection with Model-Based Boosting.
Comput. Math. Methods Medicine, 2017

An Update on Statistical Boosting in Biomedicine.
Comput. Math. Methods Medicine, 2017

Predictive Modelling Based on Statistical Learning in Biomedicine.
Comput. Math. Methods Medicine, 2017

2016
Boosting the discriminatory power of sparse survival models via optimization of the concordance index and stability selection.
BMC Bioinform., 2016

2014
Model-based boosting in R: a hands-on tutorial using the R package mboost.
Comput. Stat., 2014


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