20102020

Research output per year

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Personal profile

Research Interests

Methodology: Epidemiologic Method, Biostatistics, Causal Inference, Mediation Analysis, Time-varying System
Application: Epidemiology, Decision Science, Cost-effectiveness Analysis, Psychiatry, Behavior Addiction, Portable Medical Device, Heart Rate Variability

Experience

2007/9~2009/5 Clerkship Physician, National Taiwan University Hospital, Taipei, Taiwan

2009/6~2010/5 Internship Physician, National Taiwan University Hospital, Taipei, Taiwan

2010/9~2011/6 Medication Substitute Services Draftee, Department of Health, Executive Yuan, R.O.C. (Taiwan)

2012/9~2013/5 Research Assistant, HSPH, Department of Epidemiology and Biostatistics, Boston, M.A.

2014/10~2014/6 Teaching Assistant, Harvard University "Decision Analysis for Health and Medical Practices"

2016/6 Visiting Scholars, Erasmus Medical Center, Rotterdam, the Netherlands

2016/6~2017/6 Postdoctoral research scientist, Columbia University, Mailman School of Public Health, Department of Biostatistics, New York, NY

2017/9~2017/12 Visiting Scholars, Institute of Statistics, Academia Sinica, Taiwan

2017-Present Assistant Professsor, National Chiao-Tung University, Institute of Statistics

Education/Academic qualification

PhD, Harvard University

External positions

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Projects

Causal Inference and Mechanism Investigation Through Machine Learning Methodology

Lin, S.

1/02/2031/01/21

Project: Government MinistryMinistry of Science and Technology

Causal Inference And Mechanism Investigation Through Machine Learning Methodology

Lin, S.

1/02/1931/01/20

Project: Government MinistryMinistry of Science and Technology

Causal Inference and Mechanism Investigation through Machine Learning Methodology

Lin, S.

1/02/1831/01/19

Project: Government MinistryMinistry of Science and Technology

Causal Mediation and Interaction Analysis with Multiple Mediators

Lin, S.

1/10/1730/04/18

Project: Government MinistryMinistry of Science and Technology

Research Output

Cardiac autonomic modulation during on-call duty under working hours restriction

Chien, J. W., Chen, C. Y., Lin, S. H., Lin, S. W. & Lin, Y. H., 10 Feb 2020, In : International journal of environmental research and public health. 17, 3, 1118.

Research output: Contribution to journalArticle

Open Access
  • Effects of COVID-19 Prevention Measures on Other Common Infections, Taiwan

    Lee, H-H. & Lin, S-H., Oct 2020, In : Emerging Infectious Diseases. 26, 10, p. 2509-2511 3 p.

    Research output: Contribution to journalLetter

    Impact of Cumulative Unhealthy Sleep Practices in Adolescence on Substance Use in Young Adulthood Estimated Using Marginal Structural Modeling

    Ho, C-Y., Lin, S-H., Tsai, M-C., Yu, T. & Strong, C., 9 Apr 2020, In : Frontiers in Neuroscience. 14, 10 p., 339.

    Research output: Contribution to journalArticle

    1 Scopus citations

    On the relationship of machine learning with causal inference

    Lin, S. H. & Ikram, M. A., 1 Feb 2020, In : European Journal of Epidemiology. 35, 2, p. 183-185 3 p.

    Research output: Contribution to journalLetter

    1 Scopus citations

    Six-way decomposition of causal effects: Unifying mediation and mechanistic interaction

    Huang, Y-T., Tai, A-S., Chou, M-Y., Lin, G-X. & Lin, S-H., 1 Sep 2020, In : Statistics in Medicine. 18 p.

    Research output: Contribution to journalArticle