Description Usage Arguments Value
View source: R/send.down.VI.ITR.Efficacy.R
Sends dat.new down an rcDT structure inside an rcRF Calcuates value and permuted value for variable importance measures
1 2 3 | send.down.VI.ITR.Efficacy(dat.new, tre, col.y, col.r, col.trt, col.prtx,
risk.threshold, lambda, ctg = NULL, n0 = n0, N0 = N0, revise.tree = T,
depth = 1, AIPWE = AIPWE)
|
dat.new |
the new data set being sent down the tree. Required input. |
tre |
tree from rcDT function. |
col.y |
the efficacy variable. Required input. |
col.r |
the risk variable. Required input. |
col.trt |
the treatment indicator. Must be binary. Required input. |
col.prtx |
the probability of being assigned to treatment group. Required input. |
lambda |
numeric value for risk penalty. |
ctg |
identifies the categorical input columns. Defaults to NA. Not available yet. |
n0 |
minimum number of treatment/control observations needed in a split to call a node terminal. Defaults to 5. |
N0 |
minimum number of observations needed in a node to stop splitting. |
revise.tree |
internal variable. |
depth |
internval variable |
AIPWE |
indicator for AIPWE estimation. |
List of importance items
tre0 |
input tree with score from original tree and score from permutation from each variable used in the tree |
score |
score from the permuted data |
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