SONG, Xin Yuan 宋心遠
| xysong [at] cuhk.edu.hk | |
| ORCiD | 0000-0002-4877-3200 |
| Phone Number | 3943 7929 |
| Fax Number | 2603 5188 |
| Address | LSB G18D |
| Homepage | https://www.sta.cuhk.edu.hk/xysong/ |
Academic Background
BSc (Xiangtan)
MSc (Sun Yat-sen)
PhD (CUHK)
Research Interest
Professional Services
Associate Editor, Journal of the American Statistical Association – CS&A, since 2024
Associate Editor, Statistics in Medicine, since 2024
Associate Editor, Electronic Journal of Statistics, since 2022
Associate Editor, Biometrics, 2014 – 2016
Associate Editor, The Canadian Journal of Statistics, 2019 – 2021
Associate Editor, Computational Statistics & Data Analysis, since 2014
Associate Editor, Statistics and Its Interface, since 2022
Associate Editor, Journal of the Korean Statistical Society, since 2017
Associate Editor, Statistical Theory and Related Fields, since 2017
Associate Editor, Psychometrika, since 2011
Associate Editor, Structural Equation Modeling: A Multidisciplinary Journal, since 2014
Selected Publication
Book:Song, X. Y. and Lee, S. Y. (2012). Basic and Advanced Bayesian Structural Equation Modeling: With Applications in the Medical and Behavioral Sciences. London, Wiley.
Journal Article:
- Lin, Y.Q., Windmeijer, F., Song, X.Y. and Fan, Q.L. (2024). On the instrumental variable estimation with potentially many (weak) and some invalid instruments. Journal of the Royal Statistical Society, Series B, 86, 1068-1088.
- Zhou, X.X. and Song, X.Y. (2024). Joint analysis of multivariate longitudinal, survival, and imaging data. Journal of the Royal Statistical Society, Series C, 73, 921-934.
- He, Y.Y., Song, X.Y. and Kang, K. (2024). Joint mixed membership modeling of multivariate longitudinal and survival data for learning the individualized disease progression. Annals of Applied Statistics, 18, 1924-1946.
- Yu, C.R., Guo, W.W., Song, X.Y. and Cui, H.J. (2023). Feature screening with latent responses. Biometrics, 79, 878-890.
- Kang K. and Song, X.Y. (2023). Joint modeling of longitudinal imaging and survival data. Journal of Computational and Graphical Statistics, 32, 402-412.
- Feng, X.N., Li, T.F., Song, X.Y. and Zhu, H.T. (2020). Bayesian scalar on image regression with non-ignorable non-response. Journal of the American Statistical Association, 115, 1574-1597.
- Song, X.Y., Xia, Y.M. and Zhu, H.T. (2017). Hidden Markov latent variable models with multivariate longitudinal data. Biometrics, 73, 313-323.
- Pan, D., He, H.J., Song, X.Y. and Sun, L.Q. (2015). Regression analysis of additive hazards model with latent variables. Journal of the American Statistical Association, 110, 1148-1159.
- Song, X.Y., Cai, J.H., Feng, X.N. and Jiang, X.J. (2014). Bayesian analysis of functional-coefficient autoregressive heteroscedastic model. Bayesian Analysis, 9, 371-396.
- Song, X.Y., Lu, Z.H., Cai, J.H., and Ip, H.S. (2013). A Bayesian modeling approach for generalized semiparametric structural equation models. Psychometrika, 78, 624-647.
- Sun, L.Q., Song, X.Y., Zhou, J. and Liu, L. (2012). Joint analysis of longitudinal data with informative observation times and a dependent terminal event. Journal of the American Statistical Association, 107, 688-700.
- Sun, L.Q., Song, X.Y. and Zhang, Z.G. (2012). Mean residual life models with time-dependent coefficient under right censoring. Biometrika, 99, 185-197.
Honors and Awards
Elected member, International Statistical Institute
Elected Fellow, Institute of Mathematical Statistics
The ICSA 2024 President’s Citation Award