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Table 2 Modelling strategy recommendations when the mean incidence of adverse outcome was 20%

From: Clinical prediction in defined populations: a simulation study investigating when and how to aggregate existing models

σ

n train

 

150

250

500

1000

5000

10000

0

SR

SR

Either

Either

Either

Either

0.125

SR

SR

Either

Either

Either

Either

0.25

SR

SR

Either

Either

Either

Either

0.375

SR

SR

Either

Either

Ridge

Ridge

0.5

SR

SR

Either

Ridge

Ridge

Ridge

0.75

SR

SR

Ridge

Ridge

Ridge

Ridge

1.00

SR

SR

Ridge

Ridge

Ridge

Ridge