research
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07/27/2023
Causal rule ensemble method for estimating heterogeneous treatment effect with consideration of main effects
This study proposes a novel framework based on the RuleFit method to est...
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09/27/2022
Wilcoxon-type Multivariate Cluster Elastic Net
We propose a method for high dimensional multivariate regression that is...
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07/31/2021
Estimation and visualization of treatment effects for multiple outcomes
We consider a randomized controlled trial between two groups. The object...
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05/07/2019
F-measure Maximizing Logistic Regression
Logistic regression is a widely used method in several fields. When appl...
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12/22/2018