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 (05) 2013.01~2015.12，主持
2. 国家自然科学基金(**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（xjj**） 2017.1~2019.12，主持
5. 国家自然科学基金（**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), **.
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/**.2019.**.
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：
个人主页： http://gr.xjtu.edu.cn/web/fuliya
联系地址： 西安交通大学数学楼219办公室

更新日期：2020-11-17