Accounting for missing data in statistical analyses: multiple imputation is not always the answer

• Debts and experienced financial scarcity: associations with nonsuicidal self‐injury and suicidality in adolescents at risk for psychopathology

  2026 Child and Adolescent Mental Health article Psychology Suicide and Self-Harm Studies Open access

  1

  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

  7

  citations
• Cardiometabolic protein expression levels and pathways associated with kidney function decline in older European adults with advanced kidney disease

  2025 Clinical Kidney Journal article Medicine Chronic Kidney Disease and Diabetes Open access

  3

  citations
• Pancreatic cancer surveillance: Risk stratification of individuals with a germline CDKN2A pathogenic variant

  2024 United European Gastroenterology Journal article Medicine Pancreatic and Hepatic Oncology Research Open access

  6

  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

  13

  citations
• Anticipated fear and anxiety of Automated Driving Systems: Estimating the prevalence in a national representative survey

  2023 International Journal of Clinical and Health Psychology article Psychology Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes Open access

  6

  citations
• Defining measures of kidney function in observational studies using routine health care data: methodological and reporting considerations

  2022 Kidney International article Medicine Chronic Kidney Disease and Diabetes Open access

  65

  citations
• Comparison of methods for predicting COVID-19-related death in the general population using the OpenSAFELY platform

  2022 Diagnostic and Prognostic Research article Medicine COVID-19 Clinical Research Studies Open access

  11

  citations
• Identification of causal effects in case-control studies

  2022 BMC Medical Research Methodology article Mathematics Advanced Causal Inference Techniques Open access

  1

  citations
• Kidney Transplantation After Rescue Allocation—the Eurotransplant Experience: A Retrospective Multicenter Outcome Analysis

  2021 Transplantation article Medicine Renal Transplantation Outcomes and Treatments Open access

  14

  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

  44

  citations
• To Adjust or Not to Adjust? When a “Confounder” Is Only Measured After Exposure

  2021 Epidemiology article Mathematics Advanced Causal Inference Techniques Open access

  68

  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

  32

  citations
• Pharmacoepidemiology for nephrologists (part 2): potential biases and how to overcome them

  2020 Clinical Kidney Journal article Mathematics Advanced Causal Inference Techniques Open access

  69

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• Missing data: the impact of what is not there

  2020 European Journal of Endocrinology article Mathematics Statistical Methods and Bayesian Inference Open access

  53

  citations

15 results