Projects per year
Personal profile
Research interests
Mathematics & Statistics - Resampling methods
Mathematics & Statistics - Subgroup analysis
Mathematics & Statistics - Precision medicine
Mathematics & Statistics - Regulatory science
Mathematics & Statistics - Subgroup analysis
Mathematics & Statistics - Precision medicine
Mathematics & Statistics - Regulatory science
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Related documents
Education/Academic qualification
PhD in Statistics, PhD, University of Michigan
2019
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Collaborations and top research areas from the last five years
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Projects
- 2 Active
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Toward Replicable Statistical Inference on Subgroups for Complex Data
GUO, X. (PI)
1/01/24 → 31/12/26
Project: Research
Research output
- 11 Journal Article
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Bootstrapping the cross-validation estimate
Cai, B., Luo, Y., Guo, X., Pellegrini, F., Pang, M., De Moor, C., Shen, C., Charu, V. & Tian, L., Dec 2025, In: Annals of Applied Statistics. 19, 4, p. 2981-3002 22 p.Research output: Contribution to journal › Journal Article › peer-review
1 Citation (Scopus) -
Differentially Private Inference for Extrema of Parameters in Clinical Studies
Fu, X., Xiang, Y. & Guo, X., 20 May 2025, (E-pub ahead of print) In: Statistics in Biosciences.Research output: Contribution to journal › Journal Article › peer-review
Open Access -
Differentially Private Multimodal Laplacian Dropout (DP-MLD) for EEG representative learning
Fu, X., Wang, B., Guo, X., Liu, G. & Xiang, Y., Oct 2025, In: Neural Networks. 190, 107657.Research output: Contribution to journal › Journal Article › peer-review
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Inference with Combined Data from Subgroup Selection and Validation Phases in Clinical Trials
Guo, X., Zhou, J. & He, X., Sept 2025, In: Annals of Applied Statistics. 19, 3, p. 2088-2104 17 p.Research output: Contribution to journal › Journal Article › peer-review
1 Citation (Scopus) -
Integrative Analysis of Site-Specific Parameters with Nuisance Parameters on the Common Support
Ho, H. Y. A., Xu, S. & Guo, X., 2024, (Accepted/In press) In: Statistics in Biosciences.Research output: Contribution to journal › Journal Article › peer-review
Open Access2 Citations (Scopus)
Activities
- 1 Editorial work
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Tumour Virus Research (Journal)
GUO, X. (Editorial Board Member)
1 Jan 2023 → 1 Jan 2026Activity: Publication peer-review and editorial work › Editorial work