| Factor models for high-dimensional tensor time series R Chen, D Yang, CH Zhang Journal of the American Statistical Association 117 (537), 94-116, 2022 | 106 | 2022 |
| Optimal matching with minimal deviation from fine balance in a study of obesity and surgical outcomes D Yang, DS Small, JH Silber, PR Rosenbaum Biometrics 68 (2), 628-636, 2012 | 102 | 2012 |
| Autoregressive models for matrix-valued time series R Chen, H Xiao, D Yang Journal of Econometrics 222 (1), 539-560, 2021 | 96 | 2021 |
| A sparse singular value decomposition method for high-dimensional data D Yang, Z Ma, A Buja Journal of Computational and Graphical Statistics 23 (4), 923-942, 2014 | 62 | 2014 |
| Supervised singular value decomposition and its asymptotic properties G Li, D Yang, AB Nobel, H Shen Journal of Multivariate Analysis 146, 7-17, 2016 | 57 | 2016 |
| Rate optimal denoising of simultaneously sparse and low rank matrices D Yang, Z Ma, A Buja Journal of Machine Learning Research 17 (92), 1-27, 2016 | 35 | 2016 |
| Tensor factor model estimation by iterative projection Y Han, R Chen, D Yang, CH Zhang arXiv preprint arXiv:2006.02611, 2020 | 32 | 2020 |
| Testing and support recovery of correlation structures for matrix-valued observations with an application to stock market data X Chen, D Yang, Y Xu, Y Xia, D Wang, H Shen Journal of Econometrics 232 (2), 544-564, 2023 | 12 | 2023 |
| An R package and a study of methods for computing empirical likelihood D Yang, DS Small Journal of Statistical Computation and Simulation 83 (7), 1363-1372, 2013 | 11 | 2013 |
| Network regression and supervised centrality estimation J Cai, D Yang, W Zhu, H Shen, L Zhao arXiv preprint arXiv:2111.12921, 2021 | 7 | 2021 |
| The power of clinical data empowered by clinical prediction model: an R tutorial L Dai, D Yang, H Shen Annals of Translational Medicine 8 (4), 2020 | 1 | 2020 |
| Optimal Functional Bilinear Regression with Two-way Functional Covariates via Reproducing Kernel Hilbert Space D Yang, J Shao, H Shen, D Wang, H Zhu arXiv preprint arXiv:2311.12597, 2023 | | 2023 |
