Dr Ziyang Lyu

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I am a postdoctoral research fellow in uDASH and I serve as the course lecturer (convenor) for MATH 5856 and MATH 5806. Prior to joining UNSW, I completed a Ph.D. at Australian National University, and subsequently held a one-year postdoctoral position at the University of Queensland.

E-mail

ziyang.lyu@unsw.edu.au

Location

School of Mathematics and Statistics UNSW Sydney NSW 2052, AUSTRALIA The Red Centre Room 1050

Journal articles | 2023

2023, 'gmmsslm: Semi-supervised Gaussian mixture modeling with a missing data mechanism in R', Preprint, http://dx.doi.org/10.48550/arXiv.2302.13206

Journal articles | 2022

Lyu Z; Welsh AH, 2022, 'Asymptotics for EBLUPs: Nested Error Regression Models', Journal of the American Statistical Association, 117, pp. 2028 - 2042, http://dx.doi.org/10.1080/01621459.2021.1895178

Journal articles | 2022

2022, 'Increasing cluster size asymptotics for nested error regression models', Journal of Statistical Planning and Inference, 217, pp. 52 - 68, http://dx.doi.org/10.1016/j.jspi.2021.07.009

Journal articles | 2022

2022, 'Small Area Estimation using EBLUPs under the Nested Error Regression Model', Preprint, http://dx.doi.org/10.48550/arXiv.2210.09502

Journal articles | 2022

2022, 'Some Simulation and Empirical Results for Semi-Supervised Learning of the Bayes Rule of Allocation', Preprint, http://dx.doi.org/10.48550/arXiv.2210.13785

Journal articles | 2018

Lyu Z; Peng K; Hu C-P, 2018, 'P-Value, Confidence Intervals, and Statistical Inference: A New Dataset of Misinterpretation.', Front Psychol, 9, pp. 868, http://dx.doi.org/10.3389/fpsyg.2018.00868
Working Papers | 2022

2022, Small Area Estimation using EBLUPs under the Nested Error Regression Model, http://dx.doi.org10.48550/arXiv.2210.09502

Working Papers | 2022

2022, Some Simulation and Empirical Results for Semi-Supervised Learning of the Bayes Rule of Allocation, http://dx.doi.org10.48550/arXiv.2210.13785, https://arxiv.org/abs/2210.13785
Preprints | 2022

Lyu Z; Ahfock D; McLachlan GJ, 2022, Some Simulation and Empirical Results for Semi-Supervised Learning of the Bayes Rule of Allocation, http://arxiv.org/abs/2210.13785v1

Preprints | 2022

Lyu Z; Welsh AH, 2022, Small Area Estimation using EBLUPs under the Nested Error Regression Model, http://arxiv.org/abs/2210.09502v1

My main research fields are small are estimations, 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.

My Research Supervision

2022 Jason Wang (Master Student)

2022 Yue Tao (Master Student)

My Teaching

MATH5856- Introduction to Statistics and Statistical Computations (Course Convener)

MATH5806-Applied Regression Analysis(Course Convener)

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Dr Ziyang Lyu