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Wenying Deng
Wenying Deng
Harvard University, Regeneron Pharmaceuticals
E-mailová adresa ověřena na: regeneron.com
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Citace
Citace
Rok
Health effects of air pollutant mixtures on overall mortality among the elderly population using Bayesian kernel machine regression (BKMR)
H Li, W Deng, R Small, J Schwartz, J Liu, L Shi
Chemosphere 286, 131566, 2022
172022
Joint associations among prenatal metal mixtures and nutritional factors on birth weight z-score: evidence from an urban US population
X Zhang, YHM Chiu, S Kannan, W Cowell, W Deng, BA Coull, RO Wright, ...
Environmental research 208, 112675, 2022
112022
A cross-validated ensemble approach to robust hypothesis testing of continuous nonlinear interactions: application to nutrition-environment studies
JZ Liu, W Deng, J Lee, PD Lin, L Valeri, DC Christiani, DC Bellinger, ...
Journal of the American Statistical Association 117 (538), 561-573, 2022
102022
Towards a unified framework for uncertainty-aware nonlinear variable selection with theoretical guarantees
W Deng, B Coker, R Mukherjee, J Liu, B Coull
Advances in Neural Information Processing Systems 35, 27636-27651, 2022
22022
Package ‘cvek’
W Deng, JZ Liu, MW Deng
12020
Cvek: Robust estimation and testing for nonlinear effects using kernel machine ensemble
W Deng, JZ Liu, E Lake, BA Coull
arXiv preprint arXiv:1811.11025, 2018
12018
A Gaussian-process Framework for Nonlinear Statistical Inference using Modern Machine Learning Models
W Deng
Harvard University, 2023
2023
BTOB: Extending the Biased GWAS to Bivariate GWAS
J Zhu, Q Fan, W Deng, Y Wang, X Guo
Frontiers in Genetics 12, 654821, 2021
2021
Towards a Unified Framework for Uncertainty-aware Nonlinear Variable Selection with Theoretical Guarantees (with Supplementary Material)
W Deng, B Coker, R Mukherjee, JZ Liu, BA Coull
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Články 1–9