Research

Preprints

• Fighting noise with noise: causal inference with many candidate instruments. arXiv

  • Xinyi Zhang, Linbo Wang, Stanislav Volgushev and Dehan Kong

  • Submitted

• Subdata Selection for Massive Data Logistic Regression with Missing Responses.

  • Xinyi Zhang and Stanislav Volgushev

  • To be submitted

Publications

• Supervised principal component regression for functional data with high dimensional predictors. arXiv

  • Xinyi Zhang, Qiang Sun and Dehan Kong

  • Journal of Computational and Graphical Statistics, 2023

  • ASA Nonparametric Statistics Section Student Paper Awards Finalist (2018)

• Considering strategies for SNP selection in genetic and polygenic risk scores.

  • Julien St.-Pierre, Xinyi Zhang, Tianyuan Lu, Lai Jiang, Xavier Loffree, Linbo Wang, Sahir Bhatnagar and Celia M. T. Greenwood

  • Frontiers in Genetics, 2022