January 01, 2015 book Regression Modeling Strategies Springer series in statistics DOI: 10.1007/978-3-319-19425-7 OpenAlex Authors 0 Author list not loaded yet. Cited by 91 stored of 6,874 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access 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 Factors influencing post-surgical survival in degenerative mitral regurgitation 2023 European Heart Journal article Medicine Cardiac Valve Diseases and Treatments Open access 39 citations The harm of class imbalance corrections for risk prediction models: illustration and simulation using logistic regression 2022 Journal of the American Medical Informatics Association article Computer Science Imbalanced Data Classification Techniques Open access 360 citations Empirical analyses and simulations showed that different machine and statistical learning methods had differing performance for predicting blood pressure 2022 Scientific Reports article Health Professions Artificial Intelligence in Healthcare Open access 13 citations Validation of prediction models in the presence of competing risks: a guide through modern methods 2022 BMJ article Mathematics Statistical Methods in Epidemiology Open access 103 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 DNA methylation-based age acceleration observed in IDH wild-type glioblastoma is associated with better outcome—including in elderly patients 2022 Acta Neuropathologica Communications article Medicine Glioma Diagnosis and Treatment Open access 16 citations To Correct or Not To Correct? 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