Glen P. Martin

Calculating the sample size required for developing a clinical prediction model

Richard D Riley, Joie Ensor, Kym I E Snell et al. · BMJ · 2020 · 2.5K citations · Full text

Computing, Biostatistics, Health Informatics +17

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

Gary S. Collins, Paula Dhiman, Jie Ma et al. · BMJ · 2024 · 540 citations · Full text

Pharmacy, Biostatistics, Assessment Fairness +16

Evaluation of clinical prediction models (part 2): how to undertake an external validation study

Richard D Riley, Lucinda Archer, Kym I E Snell et al. · BMJ · 2024 · 271 citations · Full text

Pharmacy, Health Informatics, Clinical Decision Support +16

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

Alexander Pate, Richard D Riley, Gary S. Collins et al. · Statistical Methods in Medical Research · 2023 · 162 citations · Full text

Public Health, Biostatistics, Clinical Epidemiology +16

Penalization and shrinkage methods produced unreliable clinical prediction models especially when sample size was small

Richard D Riley, Kym I E Snell, Glen P. Martin et al. · Journal of Clinical Epidemiology · 2020 · 139 citations · Full text

Computing, Biostatistics, Predictive Analytics +16