何海金
  • 教育程度:博士及以上

  • 职称:副教授

  • 电话:0755-26532674

  • 邮箱:hehj@szu.edu.cn

  • 地址:汇星楼313

教程程度 博士及以上 职称 副教授
电话 0755-26532674 邮箱 hehj@szu.edu.cn
地址 汇星楼313 教育经历 2011.08-2014.12 香港中文大学 博士
2009.09-2011.06 中山大学 硕士
2005.09-2009.06 中山大学 学士
工作经历 2015.11-至今 深圳大学 讲师
2021.09-2015.09 香港中文大学 博士后
研究领域 生存分析,潜变量模型,非参及半参数方法
获得荣誉 2017年深圳市海外高层次人才
教学课程 高等数学,概率论与数理统计,多元统计分析,概率论,生存分析,非参数统计,研究生高等数理统计
科研成果 <p>
[1] Yang, Q., He, H.J. and Song, X.Y. Generalized Structural Equation Model with Survival Outcomes and Time-varying Coefficients. Structural Equation Modeling: A Multidisciplinary Journal, 30(1): 40-52. 2022. <br>[2] Yang, Q., He, H.J. and Song, X.Y. Time-varying coefficient additive hazards model with latent variables. Statistical Methods in Medical Research, 31 (5): 928-946. 2022.  <br>[3] He, H.J., Han, D.X., Song, X.Y. and Sun, L.Q. Mixture proportional hazards cure model with latent variables. Statistics in Medicine, 40: 6590-6604. 2021. <br>[4] Yang, Q., He, H.J., Lu, B. and Song, X.Y. Mixture additive hazards cure model with latent variables: Application to corporate default data. Computational Statistics and Data Analysis, 167, 107365. 2021. <br>[5] Han, D. X., He, H. J., Sun, L. Q, Song, X. Y., and Xu, W. Inference in a mixture additive hazards cure model. Statistics and Its Interface, 14: 323-338. 2021.  <br>[6] He, H. J., Pan, D., Song, X. Y. and Sun, L. Q. Additive mean residual life model with latent variables under right censoring. Statistica Sinica, 29: 47-66. 2019. <br>[7] He, H. J., Pan, D., Sun, L. Q., Li, Y. M., Robison, L. L. and Song, X. Y. Analysis of a fixed center effect additive rates model for recurrent event data. Computational Statistics & Data Analysis, 112: 186-197. 2017. <br>[8] Cai, J. H., He, H. J., Sun, L. Q. and Song, X. Y. An additive-multiplicative mean residual life model for right censored data. Biometrical Journal, 59(3): 579-592. 2017. <br>[9] He, H. J., Cai, J. H., Song, X. Y. and Sun, L. Q. Analysis of proportional mean residual life model with latent variables. Statistics in Medicine, 36: 813-826. 2017. <br>[10] Pan, D., He, H. J., Song, X. Y. and Sun, L. Q. Regression analysis of additive hazards model with latent variables. Journal of the American Statistical Association, 110: 1148-1159. 2015.<br><br></p>
科研项目 国家自然科学基金青年基金,2018.01-2020.12<br>

个人简介

何海金,先后于中山大学获得学士,硕士学位,于香港中文大学获得博士学位。现任深圳大学数学与统计学院讲师,硕士生导师。主要研究统计学中的生存分析、潜变量模型、非参及半参数方法等方向。在JASA,Sinica, Statistics in Medicine, CSDA, SEM等期刊上发表论文十余篇。主持一项国家自然科学青年基金,已结题。

教育经历

  • 2011.08-2014.12 香港中文大学 博士 2009.09-2011.06 中山大学 硕士 2005.09-2009.06 中山大学 学士

工作经历

  • 2015.11-至今 深圳大学 讲师 2021.09-2015.09 香港中文大学 博士后

研究领域

  • 生存分析,潜变量模型,非参及半参数方法

获得荣誉

  • 2017年深圳市海外高层次人才

教学课程

  • 高等数学,概率论与数理统计,多元统计分析,概率论,生存分析,非参数统计,研究生高等数理统计

科研成果

  • [1] Yang, Q., He, H.J. and Song, X.Y. Generalized Structural Equation Model with Survival Outcomes and Time-varying Coefficients. Structural Equation Modeling: A Multidisciplinary Journal, 30(1): 40-52. 2022.
    [2] Yang, Q., He, H.J. and Song, X.Y. Time-varying coefficient additive hazards model with latent variables. Statistical Methods in Medical Research, 31 (5): 928-946. 2022.  
    [3] He, H.J., Han, D.X., Song, X.Y. and Sun, L.Q. Mixture proportional hazards cure model with latent variables. Statistics in Medicine, 40: 6590-6604. 2021.
    [4] Yang, Q., He, H.J., Lu, B. and Song, X.Y. Mixture additive hazards cure model with latent variables: Application to corporate default data. Computational Statistics and Data Analysis, 167, 107365. 2021.
    [5] Han, D. X., He, H. J., Sun, L. Q, Song, X. Y., and Xu, W. Inference in a mixture additive hazards cure model. Statistics and Its Interface, 14: 323-338. 2021.  
    [6] He, H. J., Pan, D., Song, X. Y. and Sun, L. Q. Additive mean residual life model with latent variables under right censoring. Statistica Sinica, 29: 47-66. 2019.
    [7] He, H. J., Pan, D., Sun, L. Q., Li, Y. M., Robison, L. L. and Song, X. Y. Analysis of a fixed center effect additive rates model for recurrent event data. Computational Statistics & Data Analysis, 112: 186-197. 2017.
    [8] Cai, J. H., He, H. J., Sun, L. Q. and Song, X. Y. An additive-multiplicative mean residual life model for right censored data. Biometrical Journal, 59(3): 579-592. 2017.
    [9] He, H. J., Cai, J. H., Song, X. Y. and Sun, L. Q. Analysis of proportional mean residual life model with latent variables. Statistics in Medicine, 36: 813-826. 2017.
    [10] Pan, D., He, H. J., Song, X. Y. and Sun, L. Q. Regression analysis of additive hazards model with latent variables. Journal of the American Statistical Association, 110: 1148-1159. 2015.

科研项目

  • 国家自然科学基金青年基金,2018.01-2020.12