Variable selection-combined causal mediation analysis for continuous treatments with application to large-dimensional biomedical data

• Yajing Zhou,

  Roles Conceptualization, Formal analysis, Methodology, Validation, Visualization, Writing â original draft

  Affiliation Department of Biostatistics, NHC Key Laboratory for Health Technology Assessment, Key Laboratory of Public Health Safety of Ministry of Education, School of Public Health, Fudan University, Shanghai China

  https://orcid.org/0000-0002-7186-9323

  ⨯
• Kecheng Wei,

  Roles Conceptualization, Methodology, Validation

  Affiliation Department of Biostatistics, NHC Key Laboratory for Health Technology Assessment, Key Laboratory of Public Health Safety of Ministry of Education, School of Public Health, Fudan University, Shanghai China

  ⨯
• Yahang Liu,

  Roles Conceptualization, Methodology, Visualization

  Affiliation Department of Biostatistics, NHC Key Laboratory for Health Technology Assessment, Key Laboratory of Public Health Safety of Ministry of Education, School of Public Health, Fudan University, Shanghai China

  ⨯
• Zhaoyang Li,

  Roles Validation

  Affiliation Department of Biostatistics, NHC Key Laboratory for Health Technology Assessment, Key Laboratory of Public Health Safety of Ministry of Education, School of Public Health, Fudan University, Shanghai China

  ⨯
• Chen Huang,

  Roles Conceptualization, Validation

  Affiliation Department of Biostatistics, NHC Key Laboratory for Health Technology Assessment, Key Laboratory of Public Health Safety of Ministry of Education, School of Public Health, Fudan University, Shanghai China

  ⨯
• Guoyou Qin ,

  Roles Conceptualization, Funding acquisition, Methodology, Project administration, Supervision, Writing â review & editing

  * E-mail: yu@fudan.edu.cn (YY); gyqin@fudan.edu.cn (GQ)

  Affiliation Shanghai Institute of Infectious Disease and Biosecurity, Fudan University, Shanghai, China

  ⨯
• Yongfu Yu

  Roles Funding acquisition, Project administration, Resources, Supervision, Writing â review & editing

  * E-mail: yu@fudan.edu.cn (YY); gyqin@fudan.edu.cn (GQ)

  Affiliations Department of Biostatistics, NHC Key Laboratory for Health Technology Assessment, Key Laboratory of Public Health Safety of Ministry of Education, School of Public Health, Fudan University, Shanghai China, Shanghai Key Laboratory of Gene Editing and Cell Therapy for Rare Diseases, Fudan University, Shanghai, China

  https://orcid.org/0000-0003-4208-9480

  ⨯