Zhiyang Zhou

CONTACT

AFFILIATION

Dept. Prev. Med. Northwestern Univ.

ADDRESS

Suite 1400 680 N Lake Shore Dr Chicago, IL 60661
  • ABOUT
  • RESEARCH
  • TEACHING
  • MISCELLANEA
  • RESUME

PUBLICATION

  • Z. Zhou (2020). Fast implementation of partial least squares for function-on-function regression.
    arXiv: 2005.04798
    Source code: github.com/ZhiyangGeeZhou/fAPLS
  • Z. Zhou & R. A. Lockhart (2020). Partial least squares for sparsely observed curves with measurement errors.
    arXiv: 2003.11542
    Source code: github.com/ZhiyangGeeZhou/PLEASS
  • Z. Zhou & P. Sang (2019). Continuum centroid classifier for functional data.
    Accepted by Canadian Journal of Statistics.
    Source code: github.com/ZhiyangGeeZhou/CCC
  • Z. Zhou (2019). Functional continuum regression.
    Journal of Multivariate Analysis 173: 328-346. doi:10.1016/j.jmva.2019.03.006
    Source code: github.com/ZhiyangGeeZhou/Functional-continuum-regression
  • Z. Zhou & R. Zhang (2014). A generalized general minimum lower order confounding criterion for nonregular designs.
    Journal of Statistical Planning and Inference 148: 95-100. doi:10.1016/j.jspi.2013.12.003
    Source code: github.com/ZhiyangGeeZhou/G-GMC
  • W. Wang, D. Gong, Z. Zhou, & Y. Guo (2012). Robustness of the aerosol weekly cycle over Southeastern China.
    Atmospheric Environment 61: 409-418. doi:10.1016/j.atmosenv.2012.07.029

    • PRESENTATION

  • "Partial least squares for sparsely observed curves with measurement errors", oral presentation at JSM 2020, Aug 06, 2020
  • "Functional continuum regression", oral presentation at ICSA Canada 2019, Aug 09, 2019
  • "An optimum criterion for factorial designs", oral presentation at SSC 2016, May 30, 2016