Propensity score and proximity matching using random forest.
Propensity score and proximity matching using random forest.
P. Zhao,X. Su,Tingting Ge,Juanjuan Fan
2016 · DOI: 10.1016/j.cct.2015.12.012
Contemporary Clinical Trials · 65 Citations
TLDR
The proposed random forest based matching methods are applied to data from the National Health and Nutrition Examination Survey (NHANES) and show that the proposed methods can produce well balanced treatment and control groups.