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Agreement between heuristic shrinkage factor and optimal shrinkage factors in logistic regression for risk prediction: a simulation study across different sample sizes and settings

Abstract Introduction The heuristic shrinkage factor of Van Houwelingen and Le Cessie ( ) is a commonly used closed-form solution to adjust for overfitting in unpenalised logistic regression models for risk prediction. It is also the basis of widely-adopted minimum sample size criteria for developin...

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I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Alexander Pate, Glen P. Martin, Richard D. Riley
Hōputu: Artigo
Reo:Inglês
I whakaputaina: BMC 2026-05-01
Rangatū:Diagnostic and Prognostic Research
Urunga tuihono:https://doi.org/10.1186/s41512-026-00222-1
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