2010 – 2014, Iowa State University, Ph.D. in Statistics

2008 – 2010, Guanghua School of Management, Peking University, China, M.A. in Economics, specialized in Statistics, 2010

2004 – 2008, School of Mathematical Sciences, Beijing Normal University, China, B.S. in Mathematics, 2008

High-dimensional data analysis, Causal inference, Missing data, Statistical applications

1. Qiu, Y. and Zhou, X. H. (2022). Inference on Multi-level Partial Correlations based on Multi-subject Time Series Data. The Journal of the American Statistical Association 117 2268-2282.

2. Qiu, Y. , Tao, J. and Zhou, X. H. (2021). Inference of Heterogeneous Treatment Effects for Observational Data with High-Dimensional Covariates. Journal of the Royal Statistical Society Series B 83 1016-1043.
3. Qiu, Y. , Chen, S. X. and Nettleton, D. (2018). Detecting Rare and Faint Signals via Thresholding Maximum Likelihood Estimators. The Annals of Statistics 46 895-923.
4. Qiu, Y. and Chen, S. X. (2015). Band Width Selection for High-dimensional Covariance Matrix Estimation. The Journal of the American Statistical Association 110 1160-1174.
5. Qiu, Y. and Chen, S. X. (2012). Test for Bandedness of High-dimensional Covariance Matrices and Bandwidth Estimation. The Annals of Statistics 40 1285-1314.