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

Eitemau Tebyg

• Developing clinical prediction models when adhering to minimum sample size recommendations: the importance of quantifying bootstrap variability in tuning parameters and predictive performance
  gan: Martin, GP, et al.
  Cyhoeddwyd: (2021)
• Minimum sample size for external validation of a clinical prediction model with a continuous outcome
  gan: Archer, L, et al.
  Cyhoeddwyd: (2020)
• Minimum sample size for external validation of a clinical prediction model with a binary outcome
  gan: Riley, RD, et al.
  Cyhoeddwyd: (2021)
• External validation of clinical prediction models: simulation-based sample size calculations were more reliable than rules-of-thumb
  gan: Snell, KIE, et al.
  Cyhoeddwyd: (2021)
• Targeted validation: validating clinical prediction models in their intended population and setting
  gan: Sperrin, M, et al.
  Cyhoeddwyd: (2022)