Predictive value of statistical models

• 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
• Model Validation for Survival Analysis by Smoothed Predictive Likelihood

  2025 Statistics in Medicine article Mathematics Statistical Methods and Inference Open access

  0

  citations
• Quality of life and participation after corneal transplantation and potential predictors: A multicenter prospective cohort study

  2025 Acta Ophthalmologica article Medicine Corneal surgery and disorders Open access

  1

  citations
• How to develop, validate, and update clinical prediction models using multinomial logistic regression

  2024 Journal of Clinical Epidemiology article Mathematics Statistical Methods in Epidemiology Open access

  20

  citations
• An out-of-sample perspective on the assessment of incremental predictive validity

  2024 Behaviormetrika article Decision Sciences Psychometric Methodologies and Testing Open access

  2

  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
• Prediction models with survival data: a comparison between machine learning and the Cox proportional hazards model

  2022 medRxiv preprint Mathematics Statistical Methods and Inference Open access

  8

  citations
• A Simulation Study to Compare the Predictive Performance of Survival Neural Networks with Cox Models for Clinical Trial Data

  2021 Computational and Mathematical Methods in Medicine article Computer Science Machine Learning in Healthcare Open access

  15

  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
• Survival prediction models since liver transplantation - comparisons between Cox models and machine learning techniques

  2020 BMC Medical Research Methodology article Health Professions Artificial Intelligence in Healthcare Open access

  80

  citations
• Survival prediction models since liver transplantation - comparisons between Cox models and machine learning techniques

  2020 Research Square preprint Health Professions Artificial Intelligence in Healthcare Open access

  0

  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
• Survival prediction models since liver transplantation - comparisons between Cox models and machine learning techniques

  2020 Research Square preprint Health Professions Artificial Intelligence in Healthcare Open access

  2

  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
• Survival prediction models since liver transplantation - comparisons between Cox models and machine learning techniques

  2020 Research Square preprint Health Professions Artificial Intelligence in Healthcare Open access

  0

  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

17 results