← All authors Christian Heumann Munich School of Philosophy (per OpenAlex) · ORCID · OpenAlex
46 papers in scope · 46 published · 2 on the econ.EM arXiv · 953 citations · h-index 12 (over the papers listed here)
Related authors The 5 authors closest to this one in our weighted citation graph, most related first.
Christian A. Scholbeck Giuseppe Casalicchio Bernd Bischl Christoph Molnar Holger Löwe Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md .
Papers (2 of 46)
Causal Effect Estimation With TMLE: Handling Missing Data and Near Violations of Positivity
published 2026 · Biometrical Journal
Local and global mortality experience: A novel hierarchical model for regional mortality risk
published 2026 · PLoS ONE · first circulated 2024
with Asmik Nalmpatian, Levent Alkaya, William Jackson, William Vernon Jackson
Transfer learning for mortality risk: A case study on the United Kingdom
published 2025 · PLoS ONE · 2 citations · first circulated 2024
with Asmik Nalmpatian, Levent Alkaya, William Vernon Jackson
published 2025 · The R Journal · first circulated 2023
Revisiting Dirichlet Mixture Model: unraveling deeper insights and practical applications
published 2024 · Statistical Papers · 1 citations
with Samyajoy Pal
Is Anonymization Through Discretization Reliable? Modeling Latent Probability Distributions for Ordinal Data as a Solution to the Small Sample Size Problem
published 2024 · Stats
with Stefan Michael Stroka
Forecasting Mortality Trends: Advanced Techniques and the Impact of COVID-19
published 2024 · Stats · 2 citations
with Asmik Nalmpatian, Stefan Pilz
Sparse-Group Boosting: Unbiased Group and Variable Selection
published 2024 · The American Statistician · first circulated 2022
with Fabian Obster
Flexible Multivariate Mixture Models: A Comprehensive Approach for Modeling Mixtures of Non‐Identical Distributions
published 2024 · International Statistical Review · 1 citations
with Samyajoy Pal
published 2024 · Data Mining and Knowledge Discovery · 8 citations · first circulated 2022
Lineare und verallgemeinerte lineare Regression
published 2024 · Statistik und ihre Anwendungen
with Torsten Becker, Richard Herrmann, Stefan Pilz, Viktor Sandor, Dominik Schäfer, Ulrich Wellisch
A Bayesian approach to modeling topic-metadata relationships
published 2023 · AStA Advances in Statistical Analysis · 6 citations · first circulated 2021
with Patrick Schulze, Simon Wiegrebe, Paul W. Thurner, Matthias Aßenmacher
Using interpretable boosting algorithms for modeling environmental and agricultural data
published 2023 · Scientific Reports · 3 citations
with Fabian Obster, Heidi Bohle, Paul Pechan
Variability of clinical chemical and hematological parameters, immunological parameters, and behavioral tests in data sets of the Mouse Phenome Database
published 2023 · PLoS ONE · 5 citations
with Bernhard Aigner
Clustering compositional data using Dirichlet mixture model
published 2022 · PLoS ONE · 17 citations
with Samyajoy Pal
Optimal liquidation of foreign currencies when FX rates follow a generalised Ornstein-Uhlenbeck process
published 2022 · Applied Intelligence · 2 citations
with Linwei Li, Paul-Amaury Matt
Multiple imputation with compatibility for high-dimensional data
published 2021 · PLoS ONE · 11 citations
with Faisal Maqbool Zahid, Shahla Faisal
COVID-19-Related Mortality across the Gulf Cooperation Council Countries: Based on Countries’ Available Data Up to November, 2020
published 2021 · Asian Journal of Medicine and Health
with Amar Ahmad, Heba Mamdouh, Heba Al-Naseri, Aisha Al Hamiz, Raghib Ali
Application of iterative hybrid MI approach to household survey data with complex dependence structures
published 2020 · Communications in Statistics - Simulation and Computation
with Humera Razzak
Microbiological and host-derived biomarker evaluation following non-surgical periodontal therapy with short-term administration of systemic antimicrobials: secondary outcomes of an RCT
published 2020 · Scientific Reports · 21 citations
with Raluca Cosgarea, Sigrun Eick, Søren Jepsen, Nicole B. Arweiler, Raluca Iulia Juncar, Roxana Tristiu, Giovanni E. Salvi, Anton Sculean
Bootstrap inference for weighted nearest neighbors imputation
published 2019 · Communications in Statistics - Simulation and Computation · 6 citations
with Shahla Faisal
HYBRID MULTIPLE IMPUTATION IN A LARGE SCALE COMPLEX SURVEY
published 2019 · Statistics in Transition New Series · 3 citations
with Humera Razzak
Variable selection techniques after multiple imputation in high-dimensional data
published 2019 · Statistical Methods & Applications · 12 citations
with Faisal Maqbool Zahid, Shahla Faisal
Reliable Inference in Categorical Regression Analysis for Non‐randomly Coarsened Observations
published 2019 · International Statistical Review · 5 citations
with Julia Plaß, Marco Cattaneo, Thomas Augustin, Georg Schollmeyer
Bootstrap inference when using multiple imputation
published 2018 · Statistics in Medicine · 455 citations
Multiple imputation with sequential penalized regression
published 2018 · Statistical Methods in Medical Research · 25 citations
with Faisal Maqbool Zahid
One year results of a randomized controlled clinical study evaluating the effects of non-surgical periodontal therapy of chronic periodontitis in conjunction with three or seven days systemic administration of amoxicillin/metronidazole
published 2017 · PLoS ONE · 45 citations
with Raluca Cosgarea, Raluca Iulia Juncar, Roxana Tristiu, Liana Lascu, Giovanni E. Salvi, Nicole B. Arweiler, Anton Sculean
The Bahadur Model
published 2016 · Wiley StatsRef: Statistics Reference Online
Simultaneous Treatment of Missing Data and Measurement Error in HIV Research Using Multiple Overimputation
published 2015 · Epidemiology · 8 citations
Flexible Distributed Lags for Modelling Earthquake Data
published 2014 · Journal of the Royal Statistical Society Series C (Applied Statistics) · 29 citations
with Viola Obermeier, Fabian Scheipl, Joachim Wassermann, Helmut Küchenhoff
Risk Factors for Mercury Exposure of Children in a Rural Mining Town in Northern Chile
published 2013 · PLoS ONE · 24 citations
Microdata imputations and macrodata implications: Evidence from the Ifo Business Survey
published 2013 · Economic Modelling · 8 citations · first circulated 2012
with Christian Seiler
Regularized proportional odds models
published 2013 · Journal of Statistical Computation and Simulation · 2 citations
with Faisal Maqbool Zahid, Shahla Ramzan
A predictive modeling approach to increasing the economic effectiveness of disease management programs
published 2013 · Health Care Management Science · 9 citations
with Andreas Bayerstadler, Franz Benstetter, Fabian Winter
Model selection and model averaging after multiple imputation
published 2013 · Computational Statistics & Data Analysis · 103 citations
Performance of double k -class estimators for coefficients in linear regression models with non-spherical disturbances under asymmetric losses
published 2012 · Journal of Multivariate Analysis · 1 citations
with Shalabh, Gaurav Garg
Response shrinkage estimation in multinomial logit models
published 2011 · Journal of Statistical Planning and Inference · 1 citations
with Faisal Maqbool Zahid
Model Averaging in Factor Analysis: An Analysis of Olympic Decathlon Data
published 2011 · Journal of Quantitative Analysis in Sports · 11 citations
Geoadditive Latent Variable Modeling of Count Data on Multiple Sexual Partnering in Nigeria
published 2010 · Biometrics · 6 citations
with S. B. Adebayo, Ludwig Fahrmeir, Christian Seiler
A Review on Joint Models in Biometrical Research
published 2009 · Journal of Statistical Theory and Practice · 13 citations
with Ain Neuhaus, Thomas Augustin, David Daumer
Frequentist Model Averaging with missing observations
published 2009 · Computational Statistics & Data Analysis · 58 citations
Stein-rule estimation under an extended balanced loss function
published 2009 · Journal of Statistical Computation and Simulation · 18 citations
with Shalabh, H. Toutenburg
Application of Stein-Rule Estimation to Linear Regression Models with Some Missing Observations
published 2006 · Journal of Quantitative Economics · 1 citations
with Helge Toutenburg, V. K. Srivastava
Use of prior information in the form of interval constraints for the improved estimation of linear regression models with some missing responses
published 2004 · Journal of Statistical Planning and Inference · 1 citations
with Helge Toutenburg, Shalabh
An Application of Isotonic Longitudinal Marginal Regression to Monitoring the Healing Process
published 1999 · Biometrics · 11 citations
with Ludwig Fahrmeir, Christian Gieger
MAREG and WinMAREG A tool for marginal regression models
published 1997 · Computational Statistics & Data Analysis · 19 citations
with Christian Kästner, A. Fieger
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