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- Tokyo University of ScienceJP5 papers
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- National Institute of Advanced Industrial Science and TechnologyJP3 papers
- The University of TokyoJP3 papers
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- RIKENJP2 papers
- RIKEN Nishina CenterJP2 papers
- Tokyo University of AgricultureJP2 papers
- Hiroshima University of EconomicsJP1 paper
- Ibaraki UniversityJP1 paper
- Institute of Semiconductor PhysicsRU1 paper
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stat.ME2024
Estimation of time-varying treatment effects using marginal structural models dependent on partial treatment history
Nodoka Seya, Masataka Taguri, Takeo Ishii
Inverse probability (IP) weighting of marginal structural models (MSMs) can provide consistent estimators of time-varying treatment effects under correct model specifications and i…
stat.ME2024
False Discovery Rate Control for Confounder Selection Using Mirror Statistics
Kazuharu Harada, Masataka Taguri
While data-driven confounder selection requires careful consideration, it is frequently employed in observational studies. Widely recognized criteria for confounder selection inclu…
stat.ME2023
Simultaneous Modeling of Disease Screening and Severity Prediction: A Multi-task and Sparse Regularization Approach
Kazuharu Harada, Shuichi Kawano, Masataka Taguri
Identifying clinically relevant biomarkers and developing predictive models are central challenges in biomedical research. Biomarkers are commonly used for disease screening, and s…