No rationale for 1 variable per 10 events criterion for binary logistic regression analysis

• Recent criteria and simple rules agreed often on required sample size for developed clinical prediction models

  2026 Journal of Clinical Epidemiology article Mathematics Statistical Methods in Epidemiology Open access

  0

  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

  7

  citations
• Tutorial: dos and don’ts in clinical prediction research for venous thromboembolism

  2024 Research and Practice in Thrombosis and Haemostasis article Medicine Venous Thromboembolism Diagnosis and Management Open access

  3

  citations
• TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods

  2024 BMJ article Decision Sciences Meta-analysis and systematic reviews Open access cited by 3 patents

  3,889

  citations
• Evaluation of clinical prediction models (part 1): from development to external validation

  2024 BMJ article Mathematics Statistical Methods in Epidemiology Open access

  737

  citations
• Replicability of simulation studies for the investigation of statistical methods: the RepliSims project

  2024 Royal Society Open Science article Decision Sciences Scientific Computing and Data Management Open access

  15

  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

  56

  citations
• Minimum sample size for developing a multivariable prediction model using multinomial logistic regression

  2023 Statistical Methods in Medical Research article Mathematics Statistical Methods in Epidemiology Open access

  170

  citations
• It's time! Ten reasons to start replicating simulation studies

  2022 Frontiers in Epidemiology article Decision Sciences Simulation Techniques and Applications Open access

  20

  citations
• Haemoglobin value and red blood cell transfusions in prolonged weaning from mechanical ventilation: a retrospective observational study

  2022 BMJ Open Respiratory Research article Medicine Respiratory Support and Mechanisms Open access

  8

  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

  13

  citations
• Methodological conduct of prognostic prediction models developed using machine learning in oncology: a systematic review

  2022 BMC Medical Research Methodology review Mathematics Statistical Methods in Epidemiology Open access

  138

  citations
• Review of guidance papers on regression modeling in statistical series of medical journals

  2022 PLoS ONE article Mathematics Statistical Methods in Epidemiology Open access

  37

  citations
• Grand Challenge—Crossing Borders to Develop Epidemiologic Methods

  2021 Frontiers in Epidemiology article Mathematics Statistical Methods in Epidemiology Open access

  0

  citations
• It's time! 10 + 1 reasons we should start replicating simulation studies

  2021 preprint Decision Sciences Simulation Techniques and Applications

  1

  citations
• Adaptive sample size determination for the development of clinical prediction models

  2021 Diagnostic and Prognostic Research article Mathematics Statistical Methods in Epidemiology Open access

  38

  citations
• Adaptive sample size determination for the development of clinical prediction models

  2020 Research Square preprint Mathematics Statistical Methods in Epidemiology Open access

  1

  citations
• Regression shrinkage methods for clinical prediction models do not guarantee improved performance: Simulation study

  2020 Statistical Methods in Medical Research article Mathematics Statistical Methods and Inference Open access

  124

  citations
• A systematic review and external validation of stroke prediction models demonstrates poor performance in dialysis patients

  2020 Journal of Clinical Epidemiology review Medicine Acute Ischemic Stroke Management Open access

  43

  citations
• Calculating the sample size required for developing a clinical prediction model

  2020 BMJ article Mathematics Statistical Methods in Epidemiology Open access

  2,902

  citations

20 results