| 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 | 17 | 2022 |
| 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 | 10 | 2022 |
| 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 | 10 | 2022 |
| 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 | 2 | 2022 |
| Package ‘cvek’ W Deng, JZ Liu, MW Deng | 1 | 2020 |
| 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 | 1 | 2018 |
| A Gaussian-process Framework for Nonlinear Statistical Inference using Modern Machine Learning Models W Deng Harvard University, 2023 | | 2023 |
| 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 | | |
