When asynchronicity meets price staleness: Robust estimation of high-frequency covariance, with Wenhao Cui. (Submitted)
Estimation of volatility functionals with time-varying price staleness, with Qiang Liu, Zhi Liu. (R&R at Econometric Theory)
Bias-corrected realized covariation in the presence of price staleness, with Zhi Liu. (R&R)
Forecasting intraday trading volume with periodicity, with #Dahao Tan, Chao Zhang. (Submitted)
Statistical inference of multivariate price staleness, with Wenjing Liu, Zhi Liu. (forthcoming in Statistics and Its Interface)
Penalized latent block model for functional data co-clustering, with #Shi Chen, Yiming Liu, Guangren Yang. (Submitted)
A nonparametric test for time-varying systematic staleness with high-frequency data, with Wenjing Liu, #Yuexi Zhao.
The leverage effect puzzle revisited: Zeros, with Yu Jiang, Zhi Liu, Mathias Vetter.
Fixed-k inference for intensity, with Wenhao Cui.
A unified test for changpoints in high-frequency volatility, with Guanghui Cheng, Qiyuan Li.
Zhang, T., & Zhu, H.^* (2025). Library size-stabilized metacells construction enhances co-expression network analysis in single-cell data. Plos Computational Biology, 21(11), e1013697.
Zhu, H., & Liu, Z. (2024). On bivariate time-varying price staleness. Journal of Business & Economic Statistics, 42(1), 229-242.
Zhu, H., Bai, L., He, L., & Liu, Z. (2023). Forecasting realized volatility with machine learning: Panel data perspective. Journal of Empirical Finance, 73, 251-271.