Projects per year
Personal profile
Personal Statement
Before I joined Department of Mathematics and Statistics, I had been working at Peking University and London School of Economics. My current research interests are Time Series Analysis, Modelling High-Dimensional Data, Statistical Machine Learning, and Financial Econometrics. My research outcomes have been published in the top journals in Statistics and Econometrics such as Biometrika, Journal of Econometrics and Econometric Theory. I have been invited to be a referee for Annals of Statistics, Biometrika, Econometric Theory, Econometrics Journal, Journal of Econometrics, Journal of the American Statistical Association, Journal of Multivariate Analysis, Journal of Time Series Analysis, Science China Mathematics, Journal of Royal Statistical Society(Series B), Stochastic Processes and their Applications, and many other journals. I was one of session chairs of 7th World Congress in Probability and Statistics. I was one of keynote speakers for the session of financial time series in the world congress of computational statistics.
During my post at Peking University, I was the principal investigator of several projects supported by the national Natural Science Foundation of China (NSFC), and was awarded the second-rank prize of natural science by the Ministry of Education in China. I have been appointed as a reviewer for NSFC,EPSRC UK, Research Council Hong Kong and MATH AmSud Program 2015 France. I have a great number of long-time collaborators based in China, US and UK. Currently I am carrying out research on modelling high dimensional dynamic data from finance, health care and environmental science with my PhD students. I have had joint research on Chemometrics with colleagues in Department of Pure and Applied Chemistry for a major H2020 project ModLife. I also have had collaborative studies on COVID-19 with colleagues in the medical sector.
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Collaborations and top research areas from the last five years
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Articulation Programme with South China Agricultural University (SCAU)
Pan, J. (Principal Investigator)
1/01/24 → …
Project: Knowledge Exchange
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Capital Normal University (CNU) - Articulation Programme in Mathematics and Statistics
Pan, J. (Principal Investigator)
5/05/20 → …
Project: Knowledge Exchange
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Development of a novel imputation framework for PM2.5 particle data in Pakistani cities using machine learning and statistical techniques
Khan, M. A., Pan, J., Alshatti, A., Alsaber, A. & Gray, A., 19 Feb 2026, In: Frontiers in Environmental Science. 14, 15 p., 1775982.Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Downloads (Pure) -
Modeling stock yield reaction to environmental changes: does geopolitical risk matter? a VECM framework in China
Elain, M. I., Alsabah, M., Al Saber, A., Pan, J., Ali, M. & Boresli, N., 30 Jan 2026, In: International Journal of Energy Economics and Policy. 16, 2, p. 1083-1096 14 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile8 Downloads (Pure)
Datasets
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Data for: "Impact on emergency and elective hospital-based care in Scotland over the first 12 months of the pandemic: interrupted time-series analysis of national lockdowns"
Shah, S. A. (Creator), Mulholland, R. H. (Creator), Wilkinson, S. (Creator), Katikireddi, S. V. (Creator), Pan, J. (Creator), Shi, T. (Creator), Kerr, S. (Creator), Agrawal, U. (Creator), Rudan, I. (Creator), Simpson, C. R. (Creator), Stock, S. J. (Creator), Macleod, J. (Creator), Murray, J.-L. (Creator), McCowan, C. (Creator), Ritchie, L. (Creator), Woolhouse, M. (Creator) & Sheikh, A. (Creator), figshare, 14 Jun 2023
DOI: 10.25384/sage.c.5978936.v1
Dataset
Activities
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Journal of Business and Economic Statistics (Journal)
Pan, J. (Peer reviewer)
22 Jun 2026 → 3 Aug 2026Activity: Publication Peer-Review and Editorial Work › Journal peer review
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Journal of Time Series Analysis (Journal)
Pan, J. (Peer reviewer)
12 Apr 2026 → 3 Jun 2026Activity: Publication Peer-Review and Editorial Work › Journal peer review