Kabata Daijiro 加葉田大志朗

ORCID

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Researcher Number	40793435
Other IDs
Affiliation (Current)	2025: 神戸大学, 数理・データサイエンスセンター, 特命准教授 2025: 大阪公立大学, 大学院医学研究科, 特任助教
Affiliation (based on the past Project Information) *help	2022 – 2023: 大阪公立大学, 大学院医学研究科, 特任助教 2020 – 2021: 大阪市立大学, 大学院医学研究科, 特任助教
Review Section/Research Field	Principal Investigator Basic Section 90140:Medical technology assessment-related
Keywords	Principal Investigator 臨床研究 / 観察研究 / 機械学習 / 因果推論 / リアルワールドデータ / 疫学 / 統計学 / 傾向スコア / 変数選択 / データベース

Research Projects
(2 results)
Research Products
(4 results)

機械学習選択の誤りに頑健な治療効果推定量の提案とリアルワールドデータへの応用Principal Investigator
- Principal Investigator
  
  加葉田大志朗
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 90140:Medical technology assessment-related
- Research Institution
  Osaka Metropolitan University
Variable selection for causal inference approach using machine learning methodsPrincipal Investigator
- Principal Investigator
  
  Kabata Daijiro
- Project Period (FY)
  2020 – 2023
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 90140:Medical technology assessment-related
- Research Institution
  Osaka Metropolitan University
  Osaka City University

All 2023 2022 2021 2020

All Journal Article Presentation

[Journal Article] On propensity score misspecification in double/debiased machine learning for causal inference: ensemble and stratified approaches2023
- Author(s)
  Kabata Daijiro、Shintani Mototsugu
- Journal Title
  
  Communications in Statistics - Simulation and Computation
  
  Volume: - Issue: 5 Pages: 1-11
- DOI
  10.1080/03610918.2023.2279022
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K20247
[Journal Article] Association between kidney function and intracerebral hematoma volume2022
- Author(s)
  Gon Yasufumi、Kabata Daijiro、Mochizuki Hideki
- Journal Title
  
  Journal of Clinical Neuroscience
  
  Volume: 96 Pages: 101-106
- DOI
  10.1016/j.jocn.2021.12.022
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K20247
[Journal Article] Variable selection in double/debiased machine learning for causal inference: an outcome-adaptive approach2021
- Author(s)
  Kabata Daijiro、Shintani Mototsugu
- Journal Title
  
  Communications in Statistics - Simulation and Computation
  
  Volume: Published online Issue: 12 Pages: 1-14
- DOI
  10.1080/03610918.2021.2001655
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K20247, KAKENHI-PROJECT-20H01482, KAKENHI-PROJECT-23H00048
[Presentation] Variable selection in double/debiased machine learning for causal inference: An outcome-adaptive Lasso approach2020
- Author(s)
  加葉田大志朗，新谷元嗣
- Organizer
  2019年度関西計量経済学研究会
- Data Source
  KAKENHI-PROJECT-20K20247