蔡敬衡，博士，中山大學數學學院。
基本介紹
- 中文名：蔡敬衡
- 畢業院校：香港中文大學
- 學位/學歷：博士
- 專業方向：統計
- 任職院校：中山大學
人物經歷,教育背景,工作經歷,學術成果,科研論文,譯著,科研項目,
人物經歷
教育背景
2005年08月至2008年06月 香港中文大學（博士，統計專業）
2002年09月至2005年07月 中山大學（碩士，機率論與數理統計專業）
1998年09月至2002年07月 中山大學（學士，機率論與數理統計專業）
工作經歷
2013年01月至今 中山大學數學學院，副教授
2010年08月至2012年12月 中山大學數學與計算科學學院，講師
2008年07月至2010年07月 中山大學數學與計算科學學院，師資博士後
學術成果
科研論文
1. Cai, J. H., Liang, Z. B., Sun, R. Q., Liang, C. Y. and Pan, J. H. (2019) Bayesian analysis of latent Markov models with non-ignorable missing data. Journal of Applied Statistics, 46 (13), 2299-2313.
2. Cai, J. H. and Liang, C. Y. (2019) Bayesian analysis of semi-parametric Cox models with latent variables. Statistical Methods in Medical Research, 28 (7), 2150-2164.
3. Kang, K., Cai, J. H., Song, X. Y. and Zhu, H. T. (2019) Bayesian hidden Markov models for delineating the pathology of Alzheimer’s disease. Statistical Methods in Medical Research, 28 (7), 2112-2124.
4. Lin, H. T., Long, E. P., Ding, X. H., Diao, H. X., Chen, Z. C., Liu, R. Z., Huang, J. L., Cai, J. H., Xu, S. J., Zhang, X. Y. Wang, D. N., Chen, K. X., Yu, T. Y., Wu, D. X., Zhao, X. T., Liu, Z. Z., Wu, X. H., Jiang, Y. Z., Yang, X., Cui, D. M., Liu, W. Y., Zheng, Y. F., Luo, L. X., Wang, H. B., Chan, C. C., Morgan, I. G., He, M. G. and Liu, Y. Z. (2018) Prediction of myopia development among Chinese school-aged children using refraction data from electronic medical records: A retrospective, multicentre machine learning study. PLOS Medicine, 15 (11): e1002674.
5. 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.
6. 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.
7. 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.
8. 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.
9. 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.
10. 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.
11. 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.
12. 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.
13. 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 (2), 371-396.
14. 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.
15. 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.
16. 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.
17. 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.
18. 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.
19. 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), 491-508.20. 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.
21. 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.
22. 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.
23. 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.
24. 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.
譯著
蔡敬衡，潘俊豪，周影輝。《結構方程模型：貝葉斯方法》（譯著）。 高等教育出版社，2011。
科研項目
項目名稱：含混合數據類型的縱向結構方程模型分析
項目來源：國家自然科學基金項目（青年科學基金）
起止年月：2012年1月至2014年12月
項目名稱：帶類別數據、異構數據及不可忽略缺失值的結構方程模型分析
項目來源：國家自然科學基金項目（專項基金項目：數學天元青年基金）
起止年月：2011年1月至2011年12月
