Dr Ziyang Lyu
Research Associate

Dr Ziyang Lyu

School of Mathematics & Statistics

I am a postdoctoral research fellow in the uDASH. Before joining UNSW, I held a one-year postdoc position at the University of Queensland after obtaining a Ph.D. from Australian National University.

School of Mathematics and Statistics UNSW Sydney NSW 2052, AUSTRALIA The Red Centre Room 1050
  • Journal articles | 2022
    Lyu Z; Welsh AH, 2022, 'Increasing cluster size asymptotics for nested error regression models', Journal of Statistical Planning and Inference, vol. 217, pp. 52 - 68, http://dx.doi.org/10.1016/j.jspi.2021.07.009
    Journal articles | 2021
    Lyu Z; Welsh AH, 2021, 'Asymptotics for EBLUPs: Nested Error Regression Models', Journal of the American Statistical Association, pp. 1 - 15, http://dx.doi.org/10.1080/01621459.2021.1895178

My main research fields are small are estimations, model predictions, linear mixed models, the finite Gaussian Mixture models, and asymptotic theories on Maximum Likelihood inferences. I’m also interested in exploring extreme value theorem and machine learning, especially semi-supervised learning (Pattern recognition), from statistical methodology.