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Papers matching “missingness” 353

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Continuous(ly) missing outcome data in network meta-analysis: A one-stage pattern-mixture model approach
2021 Statistical Methods in Medical Research article Decision Sciences Meta-analysis and systematic reviews Open access

Loukia Maria Spineli, Chrysostomos Kalyvas, Katerina Papadimitropoulou

13

citations
Proper Use of Multiple Imputation and Dealing with Missing Covariate Data
2022 World Neurosurgery article Mathematics Statistical Methods and Bayesian Inference Open access

Seyed Ehsan Saffari, Victor Volovici, Marcus Eng Hock Ong, Benjamin Alan Goldstein, Rúben Dammers, Ewout Willem Steyerberg, +1 more

11

citations
Informative missingness in electronic health record systems: the curse of knowing
2020 Diagnostic and Prognostic Research article Computer Science Machine Learning in Healthcare Open access

Rolf H. H. Groenwold

133

citations
Addressing Missingness in Predictive Models That Use Electronic Health Record Data
2025 Annals of Internal Medicine article Computer Science Machine Learning in Healthcare Open access

Shanshan Lin, Rolf H. H. Groenwold, Hemalkumar B. Mehta, Ji Soo Kim, Jodi B Segal

7

citations
Lifestyle Risk Score for aggregating multiple lifestyle factors: Handling missingness of individual lifestyle components in meta-analysis of gene-by-lifestyle interactions
2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Genetic Associations and Epidemiology Open access

Hanfei Xu, Karen Schwander, Wenyi Wang, R. J. Waken, Eric Boerwinkle, L. Adrienne Cupples, +11 more

0

citations
Mitigating Missingness in Analysing Chinese Policy and Implications for the Fragility of Our Knowledge Base
2024 The China Quarterly article Social Sciences China's Socioeconomic Reforms and Governance Open access

Vincent Brussee

4

citations
Selecting among Missingness Models for Sequential Outcomes with Nonignorable Nonresponse
2026 arXiv (Cornell University) preprint Mathematics Statistical Methods and Bayesian Inference Open access

Yingying Wang, Yuan Liu, Shanshan Luo

0

citations
Quasi-randomization-based inference for multivariate Mann-Whitney effects under random missingness
2026 arXiv (Cornell University) preprint Mathematics Statistical Methods and Bayesian Inference Open access

Dennis Dobler, Jörg‐Tobias Kuhn, Lubna Amro, Paavo Sattler

0

citations
Lifestyle Risk Score: handling missingness of individual lifestyle components in meta-analysis of gene-by-lifestyle interactions
2021 European Journal of Human Genetics review Biochemistry, Genetics and Molecular Biology Genetic Associations and Epidemiology Open access

Hanfei Xu, Karen Schwander, Wenyi Wang, R. J. Waken, Eric Boerwinkle, L. Adrienne Cupples, +10 more

5

citations
A cautionary note on the use of the missing indicator method for handling missing data in prediction research
2020 Journal of Clinical Epidemiology article Mathematics Statistical Methods and Bayesian Inference Open access

Maarten van Smeden, Rolf H. H. Groenwold, Karel G.M. Moons

32

citations
Handling Missingness, Failures, and Non-Convergence in Simulation Studies: A Review of Current Practices and Recommendations
2025 The American Statistician article Mathematics Statistical Methods and Bayesian Inference Open access

Samuel Pawel, Frantis̆ek Bartos̆, Björn Sebastian Siepe

7

citations
Handling Missingness, Failures, and Non-Convergence in Simulation Studies: A Review of Current Practices and Recommendations
2024 arXiv (Cornell University) preprint Decision Sciences Meta-analysis and systematic reviews Open access

Samuel Pawel, Frantis̆ek Bartos̆, Björn S. Siepe

0

citations
Randomization-Based Inference for Clinical Trials with Missing Outcome Data
2023 Statistics in Biopharmaceutical Research article Mathematics Statistical Methods in Clinical Trials Open access

Nicole Maria Heussen, R.-D Hilgers, William Fisher Rosenberger, Xiao Tan, Diane Uschner

7

citations
Quantifying the robustness of primary analysis results: A case study on missing outcome data in pairwise and network meta‐analysis
2021 Research Synthesis Methods article Decision Sciences Meta-analysis and systematic reviews Open access

Loukia Maria Spineli, Chrysostomos Kalyvas, Katerina Papadimitropoulou

31

citations
Handling missing values in patient-reported outcome data in the presence of intercurrent events
2025 BMC Medical Research Methodology article Mathematics Statistical Methods and Bayesian Inference Open access

Doranne Thomassen, Satrajit Roychoudhury, Cecilie Delphin Amdal, Dries Reynders, Jammbe Z. Musoro, Willi Sauerbrei, +31 more

12

citations
How robust are findings of pairwise and network meta-analysis in the presence of missing participant outcome data?
2021 BMC Medicine article Decision Sciences Meta-analysis and systematic reviews Open access

Loukia Maria Spineli, Chrysostomos Kalyvas, Katerina Papadimitropoulou

2

citations
Missing data: the impact of what is not there
2020 European Journal of Endocrinology article Mathematics Statistical Methods and Bayesian Inference Open access

Rolf H. H. Groenwold, Olaf M. Dekkers

53

citations
Missing Data in Prediction Research: A Five-Step Approach for Multiple Imputation, Illustrated in the CENTER-TBI Study
2021 Journal of Neurotrauma article Mathematics Statistical Methods and Bayesian Inference Open access

Benjamin Yaël Gravesteijn, Charlie Aletta Sewalt, Esmée Venema, Daan Nieboer, Ewout Willem Steyerberg, Cecilia A. I. Åkerlund, +92 more

44

citations
Handling missing covariate data in clinical studies in haematology
2023 Best Practice & Research Clinical Haematology article Mathematics Statistical Methods and Bayesian Inference Open access

Edouard F. Bonneville, Johannes Schetelig, Hein Putter, Liesbeth C. de Wreede

13

citations
Observational study of missing SOFA score data frequency in RCTs relative to ICU length of stay
2024 Scientific Reports article Medicine Sepsis Diagnosis and Treatment Open access

Denise Molinnus, Michael Beulertz, Johannes Bickenbach, Gernot Marx, Carina Benstoem

5

citations
Prediction of missing values. Comparison of approaches
2021 PAMM article Mathematics Statistical Methods and Bayesian Inference Open access

Alexander Litvinenko, Ronald Kriemann, Vladimir Berikov

0

citations
The impact of missing data on the validity and applicability of the SOFA score to predict mortality – a secondary analysis of a systematic review
2024 Research Square preprint Medicine Sepsis Diagnosis and Treatment Open access

Denise Molinnus, Michael Beulertz, Johannes Bickenbach, Gernot Marx, Carina Benstöm

0

citations
Imputation strategies for missing baseline neurological assessment covariates after traumatic brain injury: A CENTER-TBI study
2021 PLoS ONE article Mathematics Statistical Methods and Bayesian Inference Open access

Ari Ercole, Abhishek Dixit, David Nelson, Shubhayu Bhattacharyay, Frederick Adam Zeiler, Daan Nieboer, +8 more

24

citations
Polar Encoding: A Simple Baseline Approach for Classification With Missing Values
2024 IEEE Transactions on Fuzzy Systems article Computer Science Machine Learning and Data Classification Open access

Oliver Urs Lenz, Daniel Peralta, Chris Cornelis

3

citations
Imputation strategies for missing baseline neurological assessment covariates after traumatic brain injury: A CENTER-TBI study
2021 medRxiv preprint Mathematics Statistical Methods and Bayesian Inference Open access

Ari Ercole, Abhishek Dixit, David Nelson, Frederick Adam Zeiler, Daan Nieboer, Omar Bouamra, +7 more

2

citations