个人基本信息

刘凯，女，常任轨教师

研究方向：

生物统计、工程可靠性

教育背景：

2018年12月 加拿大麦克马斯特大学 博士

2014年12月 加拿大麦克马斯特大学 硕士

2013年6月  加拿大麦克马斯特大学 荣誉学士

2009年9月-2011年6月 上海大学

工作经历：

2020年1月-至今 上海立信会计金融学院 统计与数学学院副教授

2019年1月-2020年1月 礼来苏州制药有限公司 生物统计师

代表性研究成果和学术奖励情况：

一、期刊论文

1. Kai Liu, N. Balakrishnan, Mu He, Lingfang Xie (2023). Likelihood inference for Birnbaum-Saunders frailty model with an application to bone marrow transplant data.Journal of Statistical Computation and Simulation,DOI: 10.1080/00949655.2023.2174543.  

2. Xiaojun Zhu, Kai Liu(2022). Reliability of One-Shot Device with Generalized Gamma Lifetime under Cyclic Accelerated Life-Test.Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 236(6):1007-1023.doi:10.1177/1748006X211058938.

3. Xiaojun Zhu, Kai Liu, Mu He, N. Balakrishnan (2021). Reliability estimation for one-shot devices under cyclic accelerated life-testing.Reliability Engineering and System Safety, 212:107595. doi:10.1016/j.ress.2021.107595.

4. Kai Liu, Balakrishnan N. and Mu He (2021). Generalized Birnbaum–Saunders mixture cure frailty model: inferential method and an application to bone marrow transplant data. Communications in Statistics – Simulation and Computation.DOI:10.1080/03610918.2021.1995753.

5. Liu Kai, He Mu, Zhuang Zian, He, Daihai and Li Huaichen. (2020). Unexpected positive correlation between human development index and risk of infections and deaths of COVID-19 in Italy.One Health. 10:100174.

6. Liu Kai and Balakrishnan N.(2022) Recurrence relations for moments of order statistics from half logistic-geometric distribution and their applications, Communications in Statistics - Simulation and Computation, 51:11, 6537-6555,DOI: 10.1080/03610918.2020.1805464.

7. Balakrishnan N. and Liu K. (2018). Semi-parametric likelihood inference for Birnbaum-Saunders frailty model,Revstat-Statistical Journal, 16(2): 231-255.

8. Liu K., Zhu X. and Balakrishnan N. (2018). Exact inference for Laplace distribution under progressive Type-II censoring based on BLUEs.Metrika, 81(2):211-227.

9. Langau-Crangle E., Rochow N., Fenton R.T., Liu K, Ali, A., So, H.Y.,…, Fusch, C. (2018). Individualized Postnatal Growth Trajectories for Preterm Infants.Journal of Parenteral and Enteral Nutrition, 81(2):211-227.（影响因子：4.109）

10. Qin Y, Liu K., Al-Jarallah R. and Balakrishnan N. (2017). Inference for Type-II bivariate Polya-Aeppli distribution.Communications in Statistics - Simulation and Computation, 46(8), 5981-5990.

11. Balakrishnan N., Dai, Q and Liu K. (2017). A skewed logistic distribution as an alternative to the model of van Staden and King.Communications in Statistics – Simulation and Computation, 46(5): 4082-4097. 

12. Bakel L.A., Hamid J., Ewusie J., Liu K., Mussa J., Straus S., Parkin P. and Cohen E. (2017).International variation in Asthma and Bronchiolitis guidelines.Pediatrics, 140(5): e20170092.

13. Rochow N., Raja P., Liu K., Fenton T., Landau-Crangle E., Göttler S., Jahn A., … Fusch C. (2016). Physiological adjustment to postnatal growth trajectories in healthy preterm infants.Pediatric Research,79(6): 870-879. 

14. Goswami I., Rochow N., Fusch G., Liu K., Marrin ML., Heckmann M., Nelle M., Fusch C. (2016). Length normalized indices for fat mass and fat-free mass in preterm and term infants during the first six months of life.Nutrients,8(7): 417. 

二、科研项目

2023年国家自然科学基金青年项目

主讲课程：

应用回归分析、统计计算、商务统计、统计应用软件