Institute of Science Tokyo · Institute for Advanced Studies

Research keywordsCausal Inference・Heterogeneous Treatment Effects・Reduced-Rank Regression・Multiple Outcomes Modeling・Survival Analysis・Single-Cell Statistics・Statistical Learning

Research fieldsStatistical science

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• Extension of W-method and A-learner for multiple binary outcomes
• Estimating heterogeneous treatment effects by W-MCM based on Robust reduced rank regression
• Principal component-guided sparse reduced-rank regression
• Estimation and visualization of heterogeneous treatment effects for multiple outcomes

• H&E画像・BulkRNA-seq統合モデルによる腫瘍微小環境および予後リスクの解明

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