蔡敬衡蔡敬衡

系别:统计科学系

电话:020-84111810

职称:副教授

邮箱:caijheng[at]mail.sysu.edu.cn

 

 

 

研究方向:

1. 结构方程模型

2. 统计计算

3. 贝叶斯分析

研究成果:

 

科研著作

 

蔡敬衡,潘俊豪,周影辉。《结构方程模型贝叶斯方法》(译著)。 高等教育出版社,2011 http://www.hepmall.com.cn/index.php/product-10703.html

学习经历:

20058月至20087月 香港中文大学(博士,统计专业)

 

20029月至20057月 中山大学(硕士,概率论与数理统计专业)

 

19989月至20027月 中山大学(学士,概率论与数理统计专业)

 

科研项目

 

 

项目名称:含混合数据类型的纵向结构方程模型分析

项目来源:国家自然科学基金项目(青年科学基金)

起止年月:20121月至201412

 

 

项目名称:带类别数据、异构数据及不可忽略缺失值的结构方程模型分析

项目来源:国家自然科学基金项目(专项基金项目:数学天元青年基金)

起止年月:20111月至201112

 

科研论文

1.  Yeung, R. O., Cai, J. H., Zhang, Y. Y. Luk, A. O., Pan, J. H., Yin, J. M., Ozaki, R., Kong, A. P. S., Ma, R. C. W., So, W. Y., Tsang, C. C., Lau, K. P., Fisher, E., Goggins, W., Oldenburg, B. and Chan, J. C. N.* (2018) Determinants of hospitalization in Chinese patients with type 2 diabetes receiving a peer support intervention and JADE integrated care: the PEARL randomised controlled trial. Clinical Diabetes and Endocrinology, 4:5. https://doi.org/10.1186/s40842-018-0055-6 

 

2.   Cai, J. H., Ouyang, M., Kang, K. and Song, X. Y.* (2018) Bayesian diagnostics of hidden Markov structural equation models with missing data. Multivariate Behavioral Research, 53 (2), 151-171. https://doi.org//10.1080/00273171.2017.1407233 

 

3.   Song, X. Y., Kang, K., Ouyang, M., Jiang, X. J. and Cai, J. H.* (2018) Bayesian analysis of semiparametric hidden Markov models with latent variables. Structural Equation Modeling: A Multidisciplinary Journal, 25 (1), 1-20. https://doi.org//10.1080/10705511.2017.1364968

 

 

4.      Cai, J. H., He, H. J., Song, X. Y.* and Sun, L. Q. (2017) An additive-multiplicative mean residual life model for right-censored data. Biometrical Journal, 59 (3), 579-592. https://doi.org//10.1002/bimj.201600068

 

5.      Long, E. P., Xu, S. J., Liu, Z. Z., Wu, X. H., Zhang, X. Y., Wang, J. H., Li, W. T., Liu, R. Z., Chen, Z. C., Chen, K. X., Yu, T. Y., Wu, D. X., Zhao, X. T., Chen, J. J., Lin, Z. L., Cao, Q. Z., Lin, D. R., Cai, J. H.* and Lin H. T.* (2017) Construction and implications of structural equation modeling network for pediatric cataract: a data mining research of rare diseases. BMC Ophthalmology, 17:74. https://doi.org//10.1186/s12886-017-0468-5

 

6.      He, H. J., Cai, J. H., Song, X. Y.* and Sun, L. Q. (2017) Analysis of proportional mean residual life model with latent variables. Statistics in Medicine, 36 (5), 813-826. https://doi.org//10.1002/sim.7174

 

7.      Song, X. Y., Pan, D., Liu, P. F. and Cai, J. H.* (2016) Bayesian analysis of transformation latent variable models with multivariate censored data. Statistical Methods in Medical Research, 25 (5), 2337-2358. https://doi.org//10.1177/0962280214522786

 

8.      Sun, Z. X., Zhai, Y. F., Zhang, J. Q., Kang, K., Cai, J. H., Fu, Y. G., Qiu, J. Q., Shen, J. W. and Zhang, W Q.* (2015) The genetic basis of population fecundity prediction across multiple field populations of Nilaparvata lugens. Molecular Ecology, 24 (4), 771-784. https://doi.org//10.1111/mec.13069

 

9.      Song, X. Y., Cai, J. H.*, Feng, X. N. and Jiang, X. J. (2014) Bayesian analysis of functional-coefficient autoregressive heteroscedastic model. Bayesian Analysis9 (2), 371-396. https://doi.org//10.1214/14-ba865

 

10.      Song, X. Y., Lu, Z. H, Cai, J. H.* and Ip, E. H. S. (2013) A Bayesian modeling approach for generalized semiparametric structural equation models. Psychometrika, 78 (4), 624-647. https://doi.org//10.1007/s11336-013-9323-7

 

11.  Guo, X., Yang, X. F., Yang, Y., Hans, R., Cai, J. H., Xue, J. Y., Tan, X. H., Xie, X. P., Xiong, X. K. and Huang, J. M.* (2012) Prediction of ocular irritancy of 26 chemicals and 26 cosmetic products with isolated rabbit eye (IRE) test. Biomedical and Environmental Sciences, 25 (3), 359-366. https://doi.org//10.3967/0895-3988.2012.03.015

 

12.  Wu, D. R., Cai, Y. F., Cai, J. X., Liu, Q. L., Zhao, Y. Q., Cai, J. H., Zhao, M., Huang, Y. H., Ye, L., Lu, Y. B. and Guo, X. P.* (2012) Comparative effectiveness research on patients with acute ischemic stroke using Markov decision processes. BMC Medical Research Methodology, 12:23. https://doi.org//10.1186/1471-2288-12-23

 

13.  Cai, J. H., Song, X. Y.*, Lam, K. H. and Ip, E. H. S. (2011) A mixture of generalized latent variable models for mixed mode and heterogeneous data. Computational Statistics and Data Analysis, 55 (11), 2889-2907. https://doi.org//10.1016/j.csda.2011.05.011

 

14.  Cai, J. H., Song, X. Y.* and Hser, Y. I. (2010) A Bayesian analysis of mixture structural equation models with non-ignorable missing response and covariates. Statistics in Medicine, 29 (18), 1861-1874. https://doi.org//10.1002/sim.3915

 

 

15.  Cai, J. H. and Song, X. Y.* (2010) Bayesian analysis of mixtures in structural equation models with nonignorable missing data. British Journal of Mathematical and Statistical Psychology, 63 (3), 491-508. https://doi.org//10.1348/000711009x475187

 

 

 

16.  Lee, S. Y.*, Song, X. Y. and Cai, J. H. (2010) A Bayesian approach for nonlinear structural equation models with dichotomous variables using logit and probit links. Structural Equation Modeling: A Multidisciplinary Journal, 17 (2), 280-302. https://doi.org//10.1080/10705511003659425

 

 

 

17.  Yang, Y., Yang, X. F., Zhang, W. G., Cai, J. H., Xue, J. Y., Yang, G. Y., Tian, X. H., Xie, X. H., Xie, X. P., Xiong, X. K., Huang, J. M. and Guo, X.* (2010) Combined in vitro tests as an alternative to in vivo eye irritation tests. ATLA-Alternatives to Laboratory Animals, 38 (4), 303-314.

 

18.  Song, X. Y., Lee, S. Y., Ma, R. C. W., So, W. Y., Cai, J. H., Tam, C., Lam, V., Ying, W., Ng, M. C. Y. and Chan, J. C. N.* (2009) Phenotype-genotype interactions on renal function in type 2 diabetes: an analysis using structural equation modeling. Diabetologia, 52 (8), 1543-1553. https://doi.org//10.1007/s00125-009-1400-1

 

 

19.  Lee, S. Y.*, Song, X. Y., Cai, J. H., So, W. Y., Ma, R. C. W. and Chan, J. C. N. (2009) Non-linear structural equation models with correlated continuous and discrete data. British Journal of Mathematical and Statistical Psychology, 62 (2), 327-347. https://doi.org//10.1348/000711008X292343

 

 

20.  Cai, J. H., Song, X. Y. and Lee, S. Y.* (2008) Bayesian analysis of nonlinear structural equation models with mixed continuous, ordered and unordered categorical, and nonignorable missing data. Statistics and Its Interface, 1 (1), 99-114. https://doi.org//10.4310/sii.2008.v1.n1.a9

 

 

 

学习经历:

 

20058月至20087 香港中文大学(博士,统计专业)

 

20029月至20057 中山大学(硕士,概率论与数理统计专业)

 

19989月至20027 中山大学(学士,概率论与数理统计专业)

 

 

 

工作经历:

20131月至今          中山大学数学学院,副教授

 

20108月至201212  中山大学数学与计算科学学院,讲师

 

20088月至20107   中山大学数学与计算科学学院,师资博士后