Personal profile
Research interests
- Time series analysis
- Generative modelling
- Extreme value theory
- Statistical inference of massive datasets
- Statistical inference of dynamical systems
Biography
So far my research interests focus on statistical methodology and theory in areas like time series analysis, extreme value theory, generative modelling, statistical inference of massive datasets, and statistical inference of dynamical systems. My working experiences include
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Lecturer in Statistics, Macquarie University, 2020-
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Postdoctoral fellow, University of Toronto, 2017-2020
Research student supervision
If you are interested in doing a PhD or MRes at Macquarie under my supervision and are eligible to apply for any of the scholarships listed here, please feel free to contact me:)
Education/Academic qualification
Mathematics with a Specialization in Statistics, Ph.D., University of California San Diego
… → 2017
Award Date: 1 Sept 2017
Management Science, B.B.A, Renmin University of China
… → 2011
Collaborations and top research areas from the last five years
Research Outputs
- 7 Article
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On a penalised likelihood approach for joint modelling of longitudinal covariates and partly interval-censored data
Webb, A., Zou, N., Lo, S. & Ma, J., 2025, (Accepted/In press) In: Biometrical Journal.Research output: Contribution to journal › Article › peer-review
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Estimating POT second-order parameter for bias correction
Zou, N., 2024, In: Journal of Nonparametric Statistics. 36, 2, p. 455-476 22 p.Research output: Contribution to journal › Article › peer-review
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Reweighted madogram-type estimator of Pickands dependence function
Zou, N., Apr 2023, In: Statistics and Probability Letters. 195, p. 1-7 7 p., 109790.Research output: Contribution to journal › Article › peer-review
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Bootstrap seasonal unit root test under periodic variation
Zou, N. & Politis, D. N., Jul 2021, In: Econometrics and Statistics. 19, p. 1-21 21 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Link opens in a new tab Citation (Scopus) -
Multiple block sizes and overlapping blocks for multivariate time series extremes
Zou, N., Volgushev, S. & Bücher, A., Feb 2021, In: Annals of Statistics. 49, 1, p. 295-320 26 p.Research output: Contribution to journal › Article › peer-review
12 Link opens in a new tab Citations (Scopus)
Prizes
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Winner - Faculty of Science and Engineering Award for Inter-School Collaboration - 2023
Nayak, A. (Recipient), Mahmood, A. (Recipient), Beheshti, A. (Recipient), McIver, A. (Recipient), Bilgin, A. (Recipient), Liquet-Weiland, B. (Recipient), Svensson, C. (Recipient), Ramakrishnan, C. (Recipient), Smith, C. (Recipient), Molla-Aliod, D. (Recipient), Vatsalan, D. (Recipient), Xue, E. (Recipient), Gupta, G. (Recipient), Sofronov, G. (Recipient), Baker, G. (Recipient), Liu, G. (Recipient), Asghar, H. (Recipient), Doosti, H. (Recipient), Zhu, H. (Recipient), Jiang, I. (Recipient), Zheng, J. (Recipient), Lin, H. (Recipient), Wu, J. (Recipient), Ma, J. (Recipient), Binkowski, K. (Recipient), Dras, M. (Recipient), Manuguerra, M. (Recipient), Orgun, M. (Recipient), Lay, M. (Recipient), Zou, N. (Recipient), Kordzakhia, N. (Recipient), Busch, P. (Recipient), Graham, P. (Recipient), Schwitter, R. (Recipient), Chen, S. (Recipient), Smith, S. (Recipient), Cassidy, S. (Recipient), Prvan, T. (Recipient), Fung, T. (Recipient), Li, Y. (Recipient), Wang, Y. (Recipient), Zhang, Y. (Recipient) & Zhou, Y. (Recipient), 2023
Prize: Other distinction