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Wenying Deng
Wenying Deng
Harvard University, Regeneron Pharmaceuticals
Verified email at regeneron.com
Title
Cited by
Cited by
Year
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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