Description Usage Arguments Value Author(s) See Also
This function makes predictions from an estimated SIMML, given a (new) set of pretreatment covariates. The function returns a set of predicted outcomes for each treatment condition and a set of recommended treatment assignments (assuming a larger value of the outcome is better).
1 2 |
simml.obj |
a |
newX |
a (n-by-p) matrix of new values for the covariates X at which predictions are to be made. |
newA |
a (n-by-L) matrix of new values for the treatment A at which predictions are to be made. |
newXm |
a (n-by-q) matrix of new values for the covariates associated with the fitted main effect Xm at which predictions are to be made. |
single.index |
a length n vector specifying new values for the single-index at which predictions are to be made; the default is |
type |
the type of prediction required; the default "response" is on the scale of the response variable; the alternative "link" is on the scale of the linear predictors. |
maximize |
the default is |
pred.new |
a (n-by-L) matrix of predicted values; each column represents a treatment option. |
trt.rule |
a (n-by-1) vector of suggested treatment assignments |
Park, Petkova, Tarpey, Ogden
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