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Variable importance scores
For data without missing values, eight of the methods are shown to be biased in that they give higher or lower scores to different types of variables, even when all are independent of the response.
PLUTO: Penalized Unbiased Logistic Regression Trees
We propose a new algorithm called PLUTO for building logistic regression trees to binary response data.
Regression trees for longitudinal and multiresponse data
Previous algorithms for constructing regression tree models for longitudinal and multiresponse data have mostly followed the CART approach.
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