EDUCATION

PhD Statistics, Department of Mathematics and Statistics, Lancaster University      10/2017 – 03/2021

Funded by ESRC AQM Pathway

PhD Thesis title: Contributions to Robust Estimation in Time Series

RESEARCH INTEREST

Rank-based estimation/test, Optimal transport, Riemannian geometry, Time series, Generalized dynamic factor models.

PUBLICATIONS

1. Center-outward R-estimation for semiparametric VARMA models (with M. Hallin、D. La Vecchia), 2022,  Journal of the American Statistical Association.

2. R-estimators in GARCH models: asymptotics and applications (with K. Mukherjee), 2022, The Econometrics Journal.

3. Rank-based testing for semiparametric VAR models: a measure transportation approach (with M. Hallin、D. La Vecchia), 2023, Bernoulli.

4. Center-outward Rank-and Sign-based VARMA Portmanteau Tests (with M. Hallin), 2023, Econometrics and Statistics.

5. M-estimation in GARCH Models in the Absence of Higher-Order Moments (with M. Hallin and K. Mukherjee), 2023, Research Papers in Statistical Inference for Time Series and Related Models: Essays in Honor of Masanobu Taniguchi, Springer.

6. Some Novel Aspects of Quantile Regression: local stationarity, random forests and optimal transportation. Recent Advances in Econometrics and Statistics - Festschrift in Honour of Marc Hallin, To appear.

7. Nonparametric Measure-Transportation-Based Methods for Directional Data (with M. Hallin and T. Verdebout), 2024, Journal of the Royal Statistical Society, Series B.

8. General Spatio-Temporal Factor Models for High-Dimensional Random Fields on a Lattice (with M. Barigozzi and D. La Vecchia), Annals of Statistics, Major revision.

WORKING PAPERS

1. Inference via robust optimal transportation: theory and methods (with Y.M. Ma, D. La Vecchia and M. Lerasle), arXiv preprint arXiv:2301.06297. 

2. Quantiles, ranks and signs in metric spaces (with X.Q. Wang and J. Zhu), arXiv preprint arXiv:2209.04090.

PRESENTATIONS

Invited conference talks:

2020, STOR-i workshop on time-series and spatial statistics, Lancaster, UK.

2018, ITISE 2018 (International conference on Time Series and Forecasting), Granada, Spain.

2018, SIAM National Student Chapter Conference 2018, Bath, UK.

2017, LaWa workshop 2017, Lancaster, UK.      

PROFESSIONAL SERVICES

Journal refereeing: Journal of the American Statistical Association, Journal of Multivariate Analysis, Biometrika

OVERSEAS INSTITUTION VISIT

2019, Research Center for Statistics, University of Geneva

• Center-outward R-estimation for semiparametric VARMA models , Journal of the American Statistical Association, 2022 , 117(538): 925-938
• Rank-based testing for semiparametric VAR models: a measure transportation approach , Bernoulli, 2023 , 29(1): 229-273
• R-estimators in GARCH models; asymptotics and applications , Econometrics Journal, 2022 , 25(1): 98-113

• 高维时空数据的广义动态因子模型 , 校青年创新基金, 参与性质: 主持 , 纵向, 2022-2023
• 双碳能源大数据与集成优化 , Ⅵ类其它项目, 参与性质: 参与(排序4/11) , 纵向, 2022-2023
• 金融时间序列模型的稳健估计和重采样 , 未定级项目, 参与性质: 主持 , 纵向, 2017-2020

• 非参数统计(01715601), 本科, 3/60
• 时间序列分析(B)(01716501), 本科, 3.5/80
• 非参数统计(STAT6125P), 学术硕士, 4/80
• 回归分析与数据思维(ASTA6002P), 专业硕士, 3/60