Research output per year
Research output per year
Personal profile
Biography
Xuan Liang is a Lecturer of Statistics. Xuan’s research interests are in spatial modelling, panel data, nonparametric and semiparametric modelling, network data modelling, environmental statistics. In particular, Xuan has examined nonparametric and semiparametric modelling in spatial panel data with applications for economic, financial and network data. Xuan’s environmental statistics research utilises rigorous statistical methods to quantify China's air pollution, and proposes a novel statistical technique to evaluate the air quality in a fair way by controlling for meteorological confounders. Xuan’s work has appeared in leading journals including Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, Journal of Geophysical Research: Atmospheres, Economic Modelling, and Transfusion.
Personal website: https://xuan-liang.github.io/
Research Interests
Spatial modelling; Panel data; Nonparametric and semiparametric modelling; Network data modelling; Environmental statistics.
Qualifications
Ph.D. in Statistics, 2017
Research student supervision
- Registered to supervise
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Research output
- 5 Article
-
Semiparametric Spatial Autoregressive Panel Data Model with Fixed Effects and Time-Varying Coefficients
Liang, X., Gao, J. & Gong, X., 2022, In: Journal of Business and Economic Statistics. 40, 4, p. 1784-1802 19 p.Research output: Contribution to journal › Article › peer-review
Open Access12 Citations (Scopus) -
Common risk factors in the returns on cryptocurrencies
Liu, W., Liang, X. & Cui, G., Mar 2020, In: Economic Modelling. 86, p. 299-305 7 p.Research output: Contribution to journal › Article › peer-review
71 Citations (Scopus) -
Effects of anemia and blood transfusion on clot formation and platelet function in patients with septic shock: a substudy of the randomized TRISS trial
Russell, L., Holst, L. B., Lange, T., Liang, X., Ostrowski, S. R. & Perner, A., Dec 2018, In: Transfusion. 58, 12, p. 2807-2818 12 p.Research output: Contribution to journal › Article › peer-review
8 Citations (Scopus) -
PM2.5 data reliability, consistency, and air quality assessment in five Chinese cities
Liang, X., Li, S., Zhang, S., Huang, H. & Chen, S. X., 2016, In: Journal of Geophysical Research. 121, 17, p. 10,220-10,236Research output: Contribution to journal › Article › peer-review
134 Citations (Scopus) -
Assessing Beijing's PM2.5 pollution: Severity, weather impact, APEC and winter heating
Liang, X., Zou, T., Guo, B., Li, S., Zhang, H., Zhang, S., Huang, H. & Chen, S. X., 8 Oct 2015, In: Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences. 471, 2182, 20150257.Research output: Contribution to journal › Article › peer-review
Open Access313 Citations (Scopus)