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Chenyin Gao
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Elastic integrative analysis of randomised trial and real-world data for treatment heterogeneity estimation
S Yang, C Gao, D Zeng, X Wang
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2023
912023
Improving randomized controlled trial analysis via data-adaptive borrowing
C Gao, S Yang, M Shan, W Ye, I Lipkovich, D Faries
Biometrika 112 (2), asae069, 2025
23*2025
Transporting survival of an HIV clinical trial to the external target populations
D Lee, C Gao, S Ghosh, S Yang
Journal of biopharmaceutical statistics 34 (6), 922-943, 2024
202024
Advanced trophectoderm quality increases the risk of a large for gestational age baby in single frozen-thawed blastocyst transfer cycles
Q Xie, T Du, M Zhao, C Gao, Q Lyu, L Suo, Y Kuang
Human Reproduction 36 (8), 2111-2120, 2021
132021
Pretest estimation in combining probability and non-probability samples
C Gao, S Yang
Electronic Journal of Statistics 17 (1), 1492-1546, 2023
102023
Soft calibration for selection bias problems under mixed-effects models
C Gao, S Yang, JK Kim
Biometrika 110 (4), 897-911, 2023
92023
On the role of surrogates in conformal inference of individual causal effects
C Gao, PB Gilbert, L Han
arXiv preprint arXiv:2412.12365, 2024
52024
Real effect or bias? Good practices for evaluating the robustness of evidence from comparative observational studies through quantitative sensitivity analysis for unmeasured …
D Faries, C Gao, X Zhang, C Hazlett, J Stamey, S Yang, P Ding, M Shan, ...
Pharmaceutical Statistics 24 (2), e2457, 2025
4*2025
Doubly protected estimation for survival outcomes utilizing external controls for randomized clinical trials
C Gao, S Yang, M Shan, WW Ye, I Lipkovich, D Faries
ICML, 2024
42024
Estimating spatially varying health effects of wildland fire smoke using mobile health data
L Wu, C Gao, S Yang, BJ Reich, AG Rappold
Journal of the Royal Statistical Society Series C: Applied Statistics 73 (5 …, 2024
2*2024
Where does the risk lie? Systemic risk and tail risk networks in the Chinese financial market
Y Deng, C Gao
Pacific Economic Review 28 (2), 167-190, 2023
22023
Enhancing convolutional neural network generalizability via low‐rank weight approximation
C Gao, S Yang, AR Zhang
IET Image Processing 20 (1), e13205, 2026
1*2026
Doubly robust omnibus sensitivity analysis of externally controlled trials with intercurrent events
C Gao, X Zhang, S Yang
Biometrics 81 (2), ujaf047, 2025
12025
Causal Customer Churn Analysis with Low-rank Tensor Block Hazard Model
C Gao, Z Zhang, S Yang
Forty-first International Conference on Machine Learning, 2024
12024
Nearest neighbour ratio imputation with incomplete multinomial outcome in survey sampling
C Gao, KJ Thompson, JK Kim, S Yang
Journal of the Royal Statistical Society Series A: Statistics in Society 185 …, 2022
12022
Causal Inference on Sequential Treatments via Tensor Completion
C Gao, H Chen, AR Zhang, S Yang
arXiv preprint arXiv:2511.15866, 2025
2025
Evaluation of machine learning approaches for estimating individualized treatment regimens for time-to-event outcomes in observational studies
I Lipkovich, Z Kadziola, C Gao, D Wang, D Faries
Statistics in Biopharmaceutical Research, 1-26, 2025
2025
Unsupervised Ensemble Learning for Efficient Integration of Pre-trained Polygenic Risk Scores
C Gao, JD Tubbs, Y Han, M Guo, S Li, E Ma, D Luo, JW Smoller, PH Lee, ...
medRxiv, 2025.01. 06.25320058, 2025
2025
Bridging Fairness and Efficiency in Conformal Inference: A Surrogate-Assisted Group-Clustered Approach
C Gao, PB Gilbert, L Han
Forty-second International Conference on Machine Learning, 0
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Articles 1–19