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Dive into the research topics where Zijian Guo is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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INFERENCE IN HIGH-DIMENSIONAL LINEAR MODELS: METHODS, THEORY, AND APPLICATIONS
National Science Foundation (National Science Foundation (NSF))
8/15/18 → 7/31/21
Project: Research project
Research output
- 15 Article
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Extreme eigenvalues of nonlinear correlation matrices with applications to additive models
Guo, Z. & Zhang, C. H., 2021, (Accepted/In press) In: Stochastic Processes and their Applications.Research output: Contribution to journal › Article › peer-review
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Inference for the case probability in high-dimensional logistic regression
Guo, Z., Rakshit, P., Herman, D. S. & Chen, J., 2021, In: Journal of Machine Learning Research. 22Research output: Contribution to journal › Article › peer-review
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Optimal statistical inference for individualized treatment effects in high-dimensional models
Cai, T., Tony Cai, T. & Guo, Z., Sep 2021, In: Journal of the Royal Statistical Society. Series B: Statistical Methodology. 83, 4, p. 669-719 51 p.Research output: Contribution to journal › Article › peer-review
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Statistical Inference for High-Dimensional Generalized Linear Models With Binary Outcomes
Cai, T. T., Guo, Z. & Ma, R., 2021, (Accepted/In press) In: Journal of the American Statistical Association.Research output: Contribution to journal › Article › peer-review
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Semisupervised inference for explained variance in high dimensional linear regression and its applications
Tony Cai, T. & Guo, Z., Apr 1 2020, In: Journal of the Royal Statistical Society. Series B: Statistical Methodology. 82, 2, p. 391-419 29 p.Research output: Contribution to journal › Article › peer-review
12 Scopus citations