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Random Forests of Interaction Trees for Estimating Individualized Treatment Effects in Randomized Trials
Assessing heterogeneous treatment effects has become a growing interest in advancing precision medicine.
Weighted Orthogonal Components Regression Analysis
In the multiple linear regression setting, we propose a general framework, termed weighted orthogonal components regression (WOCR), which encompasses many known methods as special cases, including ridge regression and principal components regression.
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