马志华,女,现任深圳大学经济学院统计系助理教授、硕士生导师。
贝叶斯统计,空间数据分析,缺失数据分析
2010.09-2014.07 暨南大学 统计学专业 经济学学士
2014.09-2019.07 暨南大学 统计学专业 经济学博士
2017.12-2018.12 康涅狄格大学 统计学专业 访问学者
2019.07至今 深圳大学 经济学院统计系 助理教授
发表论文:
[1] Zhihua Ma, Zhelin Huang. A Bayesian implementation of the multiscale geographically weighted regression model with INLA. Annals of the American Association of Geographers. 2023. DOI:10.1080/24694452.2023.2187756.
[2] Guanyu Hu, Yishu Xue, Zhihua Ma. Bayesian clustered coefficients regression with auxiliary covariates assistant random effects. Statistical Modelling. 2023, 23(3): 273-293.
[3] Zhihua Ma, Guanyu Hu, Ming-Hui Chen. Bayesian hierarchical spatial regression models for spatial data in the presence of missing covariates with applications. Applied Stochastic Models in Business and Industry. 2021, 37(2): 342-359.
[4] Zhihua Ma, Yishu Xue, Guanyu Hu. Geographically weighted regression analysis for spatial economics data: A Bayesian recourse. International Regional Science Review. 2021, 44(5), 582–604.
[5] Zhihua Ma, Yishu Xue, Guanyu Hu. Bayesian heterogeneity pursuit regression models for spatially dependent data. Spatial Economic Analysis. 2020, 15(4): 459-475.
[6] Zhihua Ma, Ming-Hui Chen, Yi Tang. Bayesian meta-regression model using heavy-tailed random-effects with missing sample sizes for self-thinning meta-data. Statistics and Its Interface. 2020, 13(4): 437-447.
主持课题:
[1] 国家自然科学基金青年项目,基于非参数贝叶斯方法的变点检测研究:建模与推断,2023.01-2025.12,主持
[2] 教育部人文社会科学青年基金项目,缺失数据下贝叶斯空间回归模型的建模及应用研究,2021-08至2024-08,主持
[3] 广东省基础与应用基础研究基金项目-区域联合基金,空间数据下贝叶斯地理加权回归模型的降维及其统计推断研究,2021.10-2024.09,主持