Estimate a shrinkage factor for shrinkageafterestimation techniques, with application to logistic regression models.
1  ml.shrink(b, dat)

b 
1 x 
dat 
a 
This function works together with bootval
, splitval
,
kcrossval
and loocval
to estimate a shrinkage factor. For further details,
see References. This function should not be used directly, and instead should
be called via one of the aforementioned shrinkageafterestimation functions.
the function returns a single shrinkage factor
Currently, this function can only derive a single shrinkage factor for a given model, and is unable to estimate (weighted) predictorspecific shrinkage factors.
Harrell, F. E. "Regression modeling strategies: with applications to linear models, logistic regression, and survival analysis." Springer, (2001).
Steyerberg, E. W. "Clinical Prediction Models", Springer (2009)
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