Resources

Sun, X., Liu, Y., and An, L. (2020) Ensemble dimensionality reduction and feature gene extraction for single-cell RNA-seq data. Nature Communications. 11, 5853.

Zhong, W., Liu, Y. and Zeng, P., 2021. A model-free variable screening method based on leverage score. Journal of the American Statistical Association, pp.1-12.

Liu, Y., Sun, X., Zhong, W. and Li, B., 2021. B-scaling: A Novel Nonparametric Data Fusion Method. Annals of Applied Statistics (accepted). arXiv preprint arXiv:2109.09940.

Zhang, M., Liu, Y., Zhou, H., Watkins, J. and Zhou, J., 2021. A novel nonlinear dimension reduction approach to infer population structure for low-coverage sequencing data. BMC bioinformatics, 22(1), pp.1-13.