國立臺灣大學統計與數據科學研究所

經歷

• 02/2024 - present, Assistant Professor, Institute of Statistics and Data Sciences, National Taiwan University
• 11/2020 - 01/2024, Postdoctoral Researcher, National Health Research Institutes, Taiwan

學歷

• Ph.D., Statistics, University of California, Davis, CA, USA, 2020
• Master, Mathematics, National Taiwan University, Taiwan, 2009
• Bachelor, Mathematics, National Taiwan University, Taiwan, 2007

• Statistical Genetics
• Causal Inference
• Longitudinal Data Analysis
• Bioinformatics

Statistical Methods and Theory (#co-first author)

1. Hao, S.^#, Lin, S. C.^#, Wang, J. L.^#, & Zhong, Q.^# (2024). Dynamic modeling for multivariate functional and longitudinal data. Journal of Econometrics, 239(2), 105573.
2. Chen, Y.^#, Lin, S. C.^#, Zhou, Y.^#, Carmichael, O., Müller, H. G., & Wang, J. L. (2024). Gradient synchronization for multivariate functional data, with application to brain connectivity. Journal of the Royal Statistical Society Series B: Statistical Methodology, 86(3), 694-713.
3. Zhou, Y., Lin, S. C., Wang, J. L. (2018). Local and global temporal correlations for longitudinal data. Journal of Multivariate Analysis, 167, 1-14. 

Applications (#equal contribution)

1. Yuan, K., Longchamps, R. J., Pardiñas, A. F., Yu, M., Chen, T. T., Lin, S. C., ... & Schizophrenia Workgroup of Psychiatric Genomics Consortium. (2024). Fine-mapping across diverse ancestries drives the discovery of putative causal variants underlying human complex traits and diseases. Nature Genetics, 56,1841–1850.
2. Chen, T. T., Kim, J., Lam, M., Chuang, Y. F., Chiu, Y. L., Lin, S. C., ... & Won, H. H. (2024). Shared genetic architectures of educational attainment in East Asian and European populations. Nature Human Behaviour, 8(3), 562-575.
3. Campos, A. I., Namba, S., Lin, S. C., Nam, K., Sidorenko, J., Wang, H., ... & Yengo, L. (2023). Boosting the power of genome-wide association studies within and across ancestries by using polygenic scores. Nature Genetics, 55(10), 1769-1776.
4. Chen, C. Y.^#, Chen, T. T.^#, Anne Feng, Y. C.^#, Longchamps, R. J.^#, Lin, S. C.^#, Wang, S. H., ... & Lin, Y. F. (2023) Analysis across Taiwan Biobank, Biobank Japan and UK Biobank identifies hundreds of novel loci for 36 quantitative traits. Cell Genomics, 3(12).