SONG, Xin Yuan 宋心遠

Position Chair
Email xysong [at] cuhk.edu.hk
ORCiD 0000-0002-4877-3200
Phone Number 3943 7929
Fax Number 2603 5188
Address LSB 118
Homepage https://www.sta.cuhk.edu.hk/xysong/

Academic Background

BSc (Xiangtan)

MSc (Sun Yat-sen)

PhD (CUHK)

Research Interest

Professional Services

Associate Editor, Psychometrika (2011 – )
Associate Editor, Structural Equation Modeling: A Multidisciplinary Journal (2014 – )
Associate Editor, Electronic Journal of Statistics (2022 – )
Associate Editor, Computational Statistics & Data Analysis (2014 – )
Associate Editor, Statistics and Its Interface (2022 – )
Associate Editor, Journal of the Korean Statistical Society (2017 – )
Associate Editor, Statistical Theory and Related Fields (2017 – )
Associate Editor, Biometrics (2014 – 2016)
Associate Editor, The Canadian Journal of Statistics (2019 – 2021)

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, accepted.
  • He, Y.Y., Song, X.Y. and Kang, K. (2023). Joint mixed membership modeling of multivariate longitudinal and survival data for learning the individualized disease progression. Annals of Applied Statistics, accepted.
  • Sun, R.Q. and Song, X.Y. (2023). A tree-based Bayesian accelerated failure time cure model for estimating heterogeneous treatment effect. Bayesian Analysis, accepted.
  • 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.

Please refer to here for more publications in refereed journals.

İstanbul escort mersin escort kocaeli escort sakarya escort antalya Escort adana Escort escort bayan escort mersin İstanbul escort bayan mersin escort kocaeli escort sakarya escort antalya Escort adana Escort escort bayan escort mersin