Compute all the single terms in the scope argument that can be added to or dropped from the model, fit those models and compute a table of the changes in fit.
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object |
a fitted logistf object |
scope |
The scope of variables considered for adding or dropping. Should be a vector of variable names. Can be left missing; the method will then use all variables in the object's data slot which are not identified as the response variable. |
test |
The type of test statistic. Currently, only the PLR test (penalized likelihood ratio test) is allowed for logistf fits. |
... |
further arguments passed to or from other methods. |
drop1
and add1
generate a table where for each variable the penalized likelihood ratio chi-squared, the degrees of freedom, and the p-value for dropping/adding this variable are given.
A matrix with nvar
rows and 3 columns (Chisquared, degrees of freedom, p-value).
Georg Heinze
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Questions? Problems? Suggestions? Tweet to @rdrrHQ or email at ian@mutexlabs.com.
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