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付利亚  
研究领域(方向)
高维数据分析、模型选择、纵向数据分析、分位数回归、非参数统计
个人及工作简历

2017.01—至今     西安交通大学 副教授

2019.01—2019.07  澳大利亚昆士兰科技大学 研究员

2018.08—2018.09  澳大利亚昆士兰科技大学 研究员

2014.02—2015.08  澳大利亚昆士兰大学   研究员

2011.03—2016.12  西安交通大学 讲师

2011.03—2011.12  澳大利亚昆士兰大学  博士后

科研项目

1.  教育部博士点基金 (2012020112005 )   2013.01~2015.12,主持

2.  国家自然科学基金  (11201365青年项目) 2013.01~    2015.12,主持

3.  陕西省自然科学基础研究一般项目(青年) (2018JQ1006)2018.1~2019.12,主持

4. 中央高校基本科研项目前沿与交叉类项目(xjj2017180) 2017.1~2019.12,主持

5. 国家自然科学基金(11871390面上项目)2019.1~2022.12,主持

学术及科研成果、专利、论文

1. Fu Liya, Wang You-Gan, Cai Fengjing (2020) A working likelihood approach for robust regression. Statistical Methods in Medical Research 29(12):3641-3652.

2. Fu Liya, Yang Zhuoran, Zhao Mingtao, Zhou Yan (2019) Efficient parameter estimation for multivariate accelerated failure time model via the quadratic inference functions method. Random Matrices: Theory and Applications 8(4), 1950013.

3. Fu Liya, Yang Zhuoran, Zhang Jun, Long Anle, Zhou Yan (2019) Generalized estimating equations for analyzing multivariate survival data. Communications in Statistics--Simulation and Computation. https//doi.org/10.1080/03610918.2019.1619763.

4. Fu Liya, Hao Yangyang and Wang You-Gan (2018) Working correlation structure selection in generalized estimating equations. Computational Statistics. 33 (2): 983-996.

5. Fu Liya &Wang You-Gan (2018) Variable selection in rank regression for analyzing longitudinal data. Statistical Methods in Medical Research. 27(8): 2447-2458.

6. Wang You-Gan and Fu Liya* (2017) Selection of working correlation structures in generalized estimating equations. Statistics in Medicine. 36(14):2206-2219.

7. Fu Liya* & Wang You-Gan (2016) Efficient parameter estimation via Gaussian copulas for quantile regression with longitudinal data. Journal of Multivariate Analysis 143, 92-502.

8. Fu Liya, Wang You-Gan & Zhu Min (2015) A Gaussian pseudolikelihood approach for quantile regression with repeated measurements. Computational Statistics and Data Analysis 84, 41-53. 

9. Fu Liya & Wang You-Gan (2012) Efficient estimation for rank-based regression with clustered data. Biometrics 68, 1074-1082.

10. Fu Liya, Wang You-Gan & Liu Chunji (2012) Rank regression for analyzing ordinal qualitative data for treatment comparison. Phytopathology 102, 1064-1070.

11. Fu Liya* & Wang You-Gan (2012) Quantile regression for longitudinal data with a working correlation model. Computational Statistics and Data Analysis 56, 2526-2538.

12. Fu Liya & Wang You-Gan (2012) Statistical tools for analyzing water quality data. Water Quality Monitoring and Assessment (Book) Chapter 6, 144-168.

13. Fu Liya & Wang You-Gan (2011) Nonparametric rank regression for analyzing water quality concentration data with detection limits. Environmental Science and Technology 45,1481-1489.

14. Fu Liya, Wang You-Gan & Bai Zhidong (2010) Rank regression for analysis of clustered data: a natural induced smoothing approach. Computational Statistics and Data Analysis 54,1036-1050.

联系方式
电子邮箱:fuliya@mail.xjtu.edu.cn
联系电话:029-82663004
联系地址: 西安交通大学数学楼219办公室
更新日期:2020-11-17