Publications and forthcoming papers

  • Yao, S., Zhang, X., and Shao, X. (2017) Testing Mutual Independence in High Dimension via Distance Covariance, Journal of the Royal Statistical Society, Series B, forthcoming. arXiv Supplement

  • Zhang, X., and Cheng, G. (2017) Gaussian Approximation for High Dimensional Vector Under Physical Dependence, Bernoulli, forthcoming. PDF

  • Zhang, X., Yao, S., and Shao, X. (2017) Conditional Mean and Quantile Dependence Testing in High Dimension, The Annals of Statistics, forthcoming. PDF Supplement

  • Zhang, X., and Cheng, G. (2017) Simultaneous Inference for High-dimensional Linear Models, Journal of the American Statistical Association, 112, 757-768. PDF Supplement

  • Li, B., Zhang, X., and Smerdon, J. (2016) Comparison between Spatio-Temporal Random Processes and Application to Climate Model Data, Environmetrics, 27, 267-279.

  • Zhang, X. (2016) White Noise Testing and Model Diagnostic Checking for Functional Time Series, Journal of Econometrics, 194, 76-95. PDF (R codes)

  • Zhang, X. (2016) Fixed-smoothing Asymptotics in the Generalized Empirical Likelihood Estimation Framework, Journal of Econometrics, 193, 123-146. PDF

  • Zhang, X., and Shao, X. (2016) On the Coverage Bound Problem of Empirical Likelihood Methods for Time Series, Journal of the Royal Statistical Society, Series B, 78, 395-421. PDF

  • Zhang, X., and Shao, X. (2015) Two Sample Inference for the Second-order Property of Temporally Dependent Functional Data, Bernoulli, 21, 909-929. PDF

  • Zhang, X., and Shao, X. (2014) Fixed-b Asymptotics for Blockwise Empirical Likelihood, Statistica Sinica, 24, 1179-1194. PDF

  • Zhang, X., Li, B., and Shao, X. (2014) Self-normalization for Spatial Data, Scandinavian Journal of Statistics, 41, 311-324.PDF

  • Zhang, X., and Shao, X. (2013) Fixed-smoothing Asymptotics for Time Series, The Annals of Statistics, 41, 1329-1349. PDF

  • Zhang, X., and Shao, X. (2013) On a General Class of Long Run Variance Estimators, Economics Letters, 120, 437-441. PDF

  • Zhang, X., Shao, X., Hayhoe, K., and Wuebbles, D. J. (2011) Testing the Structural Stability of Temporally Dependent Functional Observations and Application to Climate Projections, Electronic Journal of Statistics, 5, 1765-1796. PDF

  • Shao, X., and Zhang, X. (2010) Testing for Change Points in Time Series, Journal of the American Statistical Association, 105, 1228-1240. PDF