Hua Liu

Hua Liu

Assistant Professor

Publications

(#Co-first author, *Corresponding author, + Alphabetical order)

  1. Wang, S., Liu, H#., Huang, T., You, J. (2026) “Functional Semiparametric Modeling for Nonstationary and Periodic Time Series Data”, Journal of Econometrics, 253, 106149.

  2. Men, J., You, J., Liu, H*. (2025) ‘‘Temporal Heterogeneity Learning for Functional Panel Quantile Regressions’’, SCIENTIA SINICA Mathematica (in Chinese), Accepted.

  3. Li, C., Wang, Y.(stu), Cao, J., You, J., Liu, H*. (2025) ‘‘The Dynamic Interplay of Clan Culture and Socioeconomic Factors on Fertility: Evidence from China’’, Annals of Applied Statistics, 19(4): 3464-3491.

  4. Chen, X., +Liu, H., Men, J., You, J. (2025) “High-Dimensional Partially Linear Functional Cox Models”, Biometrics, 81(1): ujae164.

  5. Liu, H*., Wang, Z., Men, J., You, J. (2024) “Functional Panel Quantile Regression Models with Group Structured Fixed Effect Functions”, Acta Mathematica Sinica, Chinese Series, 67(4): 675-703.

  6. Hu, B., Hu, X., Liu, H., You, J., Cao, J. (2024) “Simultaneous Functional Quantile Regression”, Statistica Sinica, 34(2), 867-888.

  7. Chen, H., Zhang, B., Liu, H., Cao, J. (2024) “The inequality in household electricity consumption due to temperature change: Data driven analysis with a function-on-function linear model”, Energy, 288(1), 129742.

  8. Liu, H., You, J., Cao, J. (2023) “Functional L-Optimality Subsampling for Functional Generalized Linear Models with Massive Data”, Journal of Machine Learning Research, 24(219), 1-41.

  9. Liu, H., You, J., Cao, J. (2023) “A Dynamic Interaction Semiparametric Function-on-Scalar Model”, Journal of the American Statistical Association, 118(541), 360-373.

  10. Guan, X., Liu, H., You, J., Zhou, Y. (2023) “Estimation and Inference for Dynamic Single-Index Varying-Coefficient Models”, Statistica Sinica, 33(1), 85-105.

  11. Liu, H., Pei, Y., Xu, Q. (2020) “Estimation for Varying Coefficient Panel Data Model with Cross-Sectional Dependence”, Metrika, 83(3), 377-410.