Shiga University · Department of Data Science / Faculty of Data Science · 准教授

Research keywordsノンパラメトリック平滑化・スパースモデリング・極値統計学・情報学・計算機科学

This is a public-data preview. Personalized fit, contact angles, and saved workflows require sign-in.

• NONPARAMETRIC SMOOTHING FOR EXTREMAL QUANTILE REGRESSION WITH HEAVY TAILED DATA
• Mixed effects models for extreme value index regression
• Verification of the relationship between the sequential organ failure assessment score and the length of intensive care unit and hospital stay in terms of medical resources input
• Additive models for extremal quantile regression with Pareto-type distributions

• スプライン回帰分析法の統計理論とその応用
• 高次元統計解析に有効な関数推定法の深化・展開研究
• 高次元極値統計学におけるリスク予測モデリングの開発
• 関数推定に基づく機械学習と生物統計の横断的研究

• Official profile