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Papers matching “missing data” 1,090

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G-formula with multiple imputation for causal inference with incomplete data
2025 Statistical Methods in Medical Research article Mathematics Advanced Causal Inference Techniques Open access

Jonathan William Bartlett, Camila Olarte Parra, Ruth H. Keogh, Erik W. van Zwet, Rhian Daniel

4

citations
Opening the Black Box: Towards inherently interpretable energy data imputation models using building physics insight
2024 Energy and Buildings article Engineering Building Energy and Comfort Optimization Open access

Antonio Liguori, Matías Quintana, Chun Fu, Clayton Carl Miller, Jérôme Frisch, Christoph van Treeck

20

citations
Opening the Black Box: Towards inherently interpretable energy data imputation models using building physics insight
2023 arXiv (Cornell University) preprint Engineering Building Energy and Comfort Optimization Open access

Antonio Liguori, Matías Quintana, Chun Fu, Clayton Carl Miller, Jérôme Frisch, Christoph van Treeck

0

citations
Modern Learning from Big Data in Critical Care: Primum Non Nocere
2022 Neurocritical Care article Computer Science Machine Learning in Healthcare Open access

Benjamin Yaël Gravesteijn, Ewout Willem Steyerberg, Hester Floor Lingsma

11

citations
Large-Scale Modeling of Sparse Protein Kinase Activity Data
2023 Journal of Chemical Information and Modeling article Computer Science Computational Drug Discovery Methods Open access

Sohvi Luukkonen, Erik Meijer, Giovanni A. Tricarico, Johan Hofmans, Pieter F. W. Stouten, Gerard J. P. van Westen, +1 more

14

citations
Comparing Descriptive Statistics for Retrospective Studies From One-per-Minute and One-per-Second Data
2022 Frontiers in Pediatrics article Medicine Neonatal Respiratory Health Research Open access

Hylke H Salverda, Janneke Dekker, Ruben S. G. M. Witlox, Peter Anderson Dargaville, Steffen C. Pauws, Arjan B. te Pas

1

citations
A unified approach for testing in Hilbert spaces on incomplete data
2026 arXiv (Cornell University) preprint Mathematics Statistical Methods and Inference Open access

Daniel Gaigall, Philipp Wübbolding

0

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
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
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
Symbolic Aggregate Approximation Improves Gap Filling in High-Resolution Mass Spectrometry Data Processing
2020 Analytical Chemistry article Biochemistry, Genetics and Molecular Biology Metabolomics and Mass Spectrometry Studies

Carolin Elisabeth Huber, Werner Brack, Martin Krayer Von Krauss, Tobias Schulze

9

citations
Introducing FRED: Software for Generating Feedback Reports for Ecological Momentary Assessment Data
2024 Administration and Policy in Mental Health and Mental Health Services Research article Psychology Mental Health Research Topics Open access

Aljoscha Rimpler, Björn Sebastian Siepe, Carlotta Rieble, Ricarda K. K. Proppert, Eiko I. Fried

15

citations
Data-Driven Modeling for Digital Representations in Energy Systems
2026 JuSER (Forschungszentrum Jülich) dissertation Engineering Power System Optimization and Stability Open access

Marcel Zimmer

0

citations
An XES Extension for Uncertain Event Data
2021 arXiv (Cornell University) preprint Business, Management and Accounting Business Process Modeling and Analysis Open access

Marco Pegoraro, Merih Seran Uysal, Wil M. P. van der Aalst

0

citations
A gap-filling method for room temperature data based on autoencoder neural networks
2021 Building Simulation Conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access

Romana Markovic, Jérôme Frisch, Andreas Wagner, Francesco Causone, Christoph van Treeck

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
SPSS Syntax for Combining Results of Principal Component Analysis of Multiply Imputed Data Sets using Generalized Procrustes Analysis
2021 Applied Psychological Measurement article Mathematics Statistical Methods and Applications Open access

Bart van Wingerde, Joost R. van Ginkel

13

citations
A comparison of different measures of the proportion of explained variance in multiply imputed data sets
2024 British Journal of Mathematical and Statistical Psychology article Mathematics Statistical Methods and Bayesian Inference Open access

Joost R. van Ginkel, Julian David Karch

1

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
Utilising a systematic review-based approach to create a database of individual participant data for meta- and network meta-analyses: the RELEASE database of aphasia after stroke
2021 Aphasiology review Neuroscience Neurobiology of Language and Bilingualism Open access

Louise R. Williams, Myzoon Ali, Kathryn VandenBerg, Linda Jane Williams, Masahiro Abo, Frank Becker, +62 more

10

citations
iSODA: A Comprehensive Tool for Integrative Omics Data Analysis in Single- and Multi-Omics Experiments
2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Bioinformatics and Genomic Networks Open access

Damien Olivier‐Jimenez, Rico J. E. Derks, Oscar Harari, Carlos C Cruchaga, Muhammad Asri Mohd Ali, Alessandro Ori‬‬, +5 more

0

citations
iSODA: A Comprehensive Tool for Integrative Omics Data Analysis in Single- and Multi-Omics Experiments
2025 Analytical Chemistry article Biochemistry, Genetics and Molecular Biology Bioinformatics and Genomic Networks Open access

Damien Olivier‐Jimenez, Rico J. E. Derks, Oscar Harari, Carlos C Cruchaga, Muhammad Asri Mohd Ali, Alessandro Ori‬‬, +5 more

10

citations
From real-world electronic health record data to real-world results using artificial intelligence
2022 Annals of the Rheumatic Diseases article Computer Science Machine Learning in Healthcare Open access

Rachel Knevel, Katherine P. Liao

154

citations
Hidden analyses: A review of reporting practice and recommendations for more transparent reporting of initial data analyses
2020 Research Square preprint Decision Sciences Meta-analysis and systematic reviews Open access

Marianne Huebner, Werner Vach, Saskia le Cessie, Carsten Oliver Schmidt, Lara Lusa

1

citations
Medical transformer for multimodal survival prediction in intensive care: integration of imaging and non-imaging data
2023 Scientific Reports article Computer Science Machine Learning in Healthcare Open access

Firas Khader, Jakob Nikolas Kather, Gustav Anton Müller‐Franzes, Tianci Wang, Tianyu Han, Soroosh Tayebi Arasteh, +7 more

60

citations