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Papers matching “model bias” 55

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Bias of the additive hazard model in the presence of causal effect heterogeneity
2024 Lifetime Data Analysis article Mathematics Advanced Causal Inference Techniques Open access

Edwin R. van den Heuvel, Hein Putter

1

citations
A New Inverse Probability of Selection Weighted Cox Model to Deal With Outcome‐Dependent Sampling in Survival Analysis
2025 Biometrical Journal article Mathematics Statistical Methods in Epidemiology Open access

Vera H. Arntzen, Marta F. Fiocco, Inge M. M. Lakeman, Maartje Nielsen, Mar Rodríguez‐Girondo

2

citations
A comparison of full model specification and backward elimination of potential confounders when estimating marginal and conditional causal effects on binary outcomes from observational data
2022 Biometrical Journal article Mathematics Advanced Causal Inference Techniques Open access

Kim Luijken, Rolf H. H. Groenwold, Maarten van Smeden, Susanne Strohmaier, Georg Heinze

13

citations
Predictive averaging and Rubin’s rule-based model pooling to predict survival risk with imputations in the presence of missing patient data: methodology and verification using two case studies and simulations
2026 BMC Medical Research Methodology article Mathematics Statistical Methods and Bayesian Inference Open access

Bart J.A. Mertens, Lars L. J. van der Burg, Erwan Donal, Nina Ajmone Marsan, Liesbeth C. de Wreede

1

citations
Quantitative Bias Analysis for a Misclassified Confounder
2020 Epidemiology article Mathematics Advanced Causal Inference Techniques Open access

Linda Nab, Rolf H. H. Groenwold, Maarten van Smeden, Ruth H. Keogh

12

citations
Empirical Bayes Priors for MCMC Estimation of the Multivariate Social Relations Model
2025 Multivariate Behavioral Research article Mathematics Statistical Methods and Bayesian Inference Open access

Aditi M. Bhangale, Terrence D. Jorgensen

0

citations
The impact of allocation bias on test decisions in clinical trials with multiple endpoints using multiple testing strategies
2024 BMC Medical Research Methodology article Mathematics Statistical Methods in Clinical Trials Open access

Stefanie Schoenen, Nicole Maria Heussen, Johan Verbeeck, R.-D Hilgers

6

citations
Assessing allocation bias in stratified clinical trials with multi-component endpoints evaluated using the stratified Wei-Lachin test
2026 PLoS ONE article Mathematics Statistical Methods in Clinical Trials Open access

Stefanie Schoenen, Nicole Maria Heussen, R.-D Hilgers

1

citations
Application of quantitative bias analysis for unmeasured confounding in cost–effectiveness modelling
2022 Journal of Comparative Effectiveness Research article Mathematics Advanced Causal Inference Techniques Open access

Thomas P. Leahy, Stephen J. Duffield, Seamus Kent, Cormac Sammon, Dimitrios Tzelis, Joshua A. Ray, +4 more

6

citations
Evaluation of a Cardiovascular Systems Model for Design and Analysis of Hemodynamic Safety Studies
2023 Pharmaceutics article Mathematics Statistical Methods in Clinical Trials Open access

Yu Fu, Nelleke Snelder, Tingjie Guo, Piet H. van der Graaf, J. G. Coen van Hasselt

1

citations
Capturing excess cause‐specific mortality during the COVID‐19 pandemic in the Netherlands using an advanced multi‐state model with relative survival
2026 Statistica Neerlandica article Mathematics COVID-19 epidemiological studies Open access

Owen R. McWilliams, Mark G. J. de Boer, Liesbeth C. de Wreede, Eva A. S. Koster

0

citations
Analysis of time‐to‐event for observational studies: Guidance to the use of intensity models
2020 Statistics in Medicine article Mathematics Statistical Methods in Epidemiology Open access

Per Kragh Andersen, Maja Pohar Perme, Hans C. van Houwelingen, Richard J. Cook, Pierre Joly, Torben Martinussen, +3 more

3

citations
Transparent reporting of multivariable prediction models developed or validated using clustered data (TRIPOD-Cluster): explanation and elaboration
2023 BMJ article Mathematics Statistical Methods in Epidemiology Open access

Thomas P. A. Debray, Professor Gary S. Collins, Richard D Riley, Kym I E Snell, Ben Van Calster, Johannes B. Reitsma, +1 more

56

citations
Approaches to addressing missing values, measurement error, and confounding in epidemiologic studies
2020 Journal of Clinical Epidemiology article Mathematics Statistical Methods in Epidemiology Open access

Maarten van Smeden, Bas B. L. Penning de Vries, Linda Nab, Rolf H. H. Groenwold

32

citations
Confound-leakage: confound removal in machine learning leads to leakage
2022 GigaScience article Mathematics Advanced Causal Inference Techniques Open access

Sami Hamdan, Bradley C. Love, Georg G. von Polier, Susanne Weis, Holger Schwender, Simon Bodo Eickhoff, +1 more

21

citations
A roadmap to using randomization in clinical trials
2021 BMC Medical Research Methodology article Mathematics Statistical Methods in Clinical Trials Open access

Vance W. Berger, Louis Bour, Kerstine Carter, Jonathan Chipman, Colin Charles Everett, Nicole Maria Heussen, +7 more

138

citations
Multiple Imputation of Missing Data in Moderated Factor Analysis
2026 Multivariate Behavioral Research article Mathematics Statistical Methods and Bayesian Inference

Joost R. van Ginkel, Dylan Molenaar

1

citations
The Risks of Risk Assessment: Causal Blind Spots When Using Prediction Models for Treatment Decisions
2025 Annals of Internal Medicine article Mathematics Advanced Causal Inference Techniques Open access

Nan van Geloven, Ruth H. Keogh, Wouter A. C. van Amsterdam, Giovanni Cinà, Jesse H. Krijthe, Niels B. Peek, +9 more

23

citations
Risk prediction models for discrete ordinal outcomes: Calibration and the impact of the proportional odds assumption
2021 Statistics in Medicine article Mathematics Statistical Methods in Epidemiology Open access

Michael Edlinger, Maarten van Smeden, Hannes Franz Alber, Maria M. Wanitschek, Ben Van Calster

22

citations
Redefining significance and reproducibility for medical research: A plea for higherP‐value thresholds for diagnostic and prognostic models
2020 European Journal of Clinical Investigation article Mathematics Statistical Methods in Epidemiology

Ewout Willem Steyerberg, Ben Van Calster

22

citations
Methodological insights from the EPISTOP trial to designing clinical trials in rare diseases—A secondary analysis of a randomized clinical trial
2024 PLoS ONE article Mathematics Statistical Methods in Clinical Trials Open access

Stephanie Wied, R.-D Hilgers, Nicole Maria Heussen, Katarzyna Kotulska, Maya Dirani, Mathieu Kuchenbuch, +2 more

2

citations
The Choice of a Randomization Procedure in Survival Studies with Nonproportional Hazards
2021 Statistics in Biopharmaceutical Research article Mathematics Statistical Methods in Clinical Trials Open access

Marcia Viviane Rückbeil, Martin Manolov, R.-D Hilgers

2

citations
Imputation of Ordinal Outcomes: A Comparison of Approaches in Traumatic Brain Injury
2020 Journal of Neurotrauma article Mathematics Statistical Methods and Bayesian Inference Open access

Kevin Kunzmann, Lorenz Wernisch, Sylvia T. Richardson, Ewout Willem Steyerberg, Hester Floor Lingsma, Ari Ercole, +3 more

44

citations
Joint models with multiple longitudinal outcomes and a time-to-event outcome: a corrected two-stage approach
2020 Statistics and Computing article Mathematics Statistical Methods and Bayesian Inference Open access

55

citations
Weighted metrics are required when evaluating the performance of prediction models in nested case–control studies
2024 BMC Medical Research Methodology article Mathematics Statistical Methods in Epidemiology Open access

Barbara Rentroia‐Pacheco, Domenico Bellomo, Inge M. M. Lakeman, Marlies Wakkee, Loes M. Hollestein, David V. Klaveren

9

citations