Publications

^* Equal authorship

You can also find my articles on my Google Scholar profile.

Preprint

Modelling Loss of Complexity in Intermittent Time Series and its Application Permalink

Published in arXiv, 2024

Recommended citation: Jie Li, Jian Zhang, Samantha L. Winter, Mark Burnley. Modelling Loss of Complexity in Intermittent Time Series and its Application. arXiv (2024).

Bayesian Inference General Procedures for A Single-subject Test Study Permalink

Published in arXiv, 2024

Recommended citation: Jie Li, Gary Green, Sarah J. A. Carr, Peng Liu and Jian Zhang. Bayesian Inference General Procedures for A Single-subject Test Study. arXiv (2024).

Journal Articles

Authors’ reply to the Discussion of ‘Automatic Change-Point Detection in Time Series via Deep Learning’ at the Discussion Meeting on ‘Probabilistic and statistical aspects of machine learning’ Permalink

Published in Journal of the Royal Statistical Society Series B, 2024

Recommended citation: Jie Li, Paul Fearnhead, Piotr Fryzlewicz and Tengyao Wang (2024). Authors’ reply to the Discussion of ‘Automatic Change-Point Detection in Time Series via Deep Learning’ at the Discussion Meeting on ‘Probabilistic and statistical aspects of machine learning’. Journal of the Royal Statistical Society Series B: Statistical Methodology, Volume 86, Issue 2, April 2024, Pages 332–334, https://doi.org/10.1093/jrsssb/qkae008.
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Automatic Change-Point Detection in Time Series via Deep Learning Permalink

Published in Journal of the Royal Statistical Society Series B (with discussion), 2024

Recommended citation: Jie Li, Paul Fearnhead, Piotr Fryzlewicz and Tengyao Wang (2024). Automatic Change-Point Detection in Time Series via Deep Learning, Journal of the Royal Statistical Society Series B: Statistical Methodology (with discussion) Volume 86, Issue 2, April 2024, Pages 273–285, https://doi.org/10.1093/jrsssb/qkae004.
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Factorized Estimation of High-Dimensional Nonparametric Covariance Models Permalink

Published in Scandinavian Journal of Statistics, 2021

Recommended citation: Jian Zhang and Jie Li (2021). Factorized estimation of high-dimensional nonparametric covariance models. Scandinavian Journal of Statistics. DOI:10.1111/sjos.12529.
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Confidence interval construction for the difference between two correlated proportions with missing observations Permalink

Published in Journal of Biopharmaceutical Statistics, 2015

Recommended citation: Niansheng Tang, Hui-Qiong Li, Man-Lai Tang and Jie Li (2015). Confidence interval construction for the difference between two correlated proportions with missing observations. Journal of Biopharmaceutical Statistics ,26:2, 323-338. DOI:10.1080/10543406.2014.1000544.
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PhD Thesis

Statistical Inference for High-dimensional Nonparametric Models (PhD Thesis) Permalink

Published in Kent Academic Repository, 2021

Recommended citation: Jie Li (2021). Statistical Inference for High-dimensional Nonparametric Models. Kent Academic Repository. DOI:10.22024/UniKent/01.02.89925.
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Jie Li ( 李 杰 )