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Dr Yuan Gao

20172025

Research activity per year

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Biography

Yuan Gao is an Associate Lecturer of Statistics.  Yuan conducts research in functional data analysis, functional smoothing, high-dimensional data analysis and time series forecasting. She applies these techniques to country-level demographic data including age-specific mortality and fertility rates with a view to improving the accuracy, and comparability, of the resultant forecasts. Yuan’s PhD involves forecasting multivariate and high-dimensional functional time series data.

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  • Lethal Heat and Humidity Events

    Zhou, S., Wu, Y., Liu, Y., Gao, Y., Yu, P., Xu, R., Chen, G., Ye, T., Yu, W., Anel, J. A., Bi, P., Bone, A., Ebi, K. L., Gasparrini, A., Hashizume, M., Jay, O., Kim, Y., Perkins-Kirkpatrick, S., Lee, J. K. W. & Li, T. & 8 others, Lin, S., Madaniyazi, L., Park, J., Petrakopoulou, F., Seposo, X., Tobias, A., Li, S. & Guo, Y., 6 Oct 2025, In: Annual Review of Environment and Resources. 50, 1, p. 247-272 26 p.

    Research output: Contribution to journal › Review article › peer-review

  • FACTOR-AUGMENTED MODEL FOR FUNCTIONAL DATA

    Gao, Y., Shang, H. L. & Yang, Y., Jan 2024, In: Statistica Sinica. 34, 1, p. 1-88 88 p.

    Research output: Contribution to journal › Article › peer-review

    Open Access

  • High-dimensional functional time series forecasting: An application to age-specific mortality rates

    Gao, Y., Shang, H. L. & Yang, Y., Mar 2019, In: Journal of Multivariate Analysis. 170, p. 232-243 12 p.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    60 Citations (Scopus)

  • Breaking the deadlock on ivory

    Biggs, D., Holden, M. H., Braczkowski, A., Cook, C. N., Milner-Gulland, E. J., Phelps, J., Scholes, R. J., Smith, R. J., Underwood, F. M., Adams, V. M., Allan, J., Brink, H., Cooney, R., Gao, Y., Hutton, J., Macdonald-Madden, E., Maron, M., Redford, K. H., Sutherland, W. J. & Possingham, H. P., 2017, In: Science. 358, 6369, p. 1378-1381 4 p.

    Research output: Contribution to journal › Article › peer-review

    59 Citations (Scopus)

  • High-dimensional functional time series forecasting, in Functional Statistics and Related Fields

    Gao, Y., Shang, H. & Yang, Y., 2017, Functional Statistics and Related Fields. G. A. G. B. C. V. (ed.). 1 ed. Springer, Cham: Springer, Vol. 1. p. 131-136pp

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

View all 6 research outputs