Zongming Ma
Affiliations: | Statistics | University of Pennsylvania, Philadelphia, PA, United States |
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"Zongming Ma"
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Publications
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| Kennedy EH, Ma Z, McHugh MD, et al. (2017) Nonparametric methods for doubly robust estimation of continuous treatment effects. Journal of the Royal Statistical Society. Series B, Statistical Methodology. 79: 1229-1245 |
| Gao C, Ma Z, Zhou HH. (2017) Sparse CCA: Adaptive estimation and computational barriers Annals of Statistics. 45: 2074-2101 |
| Tony Cai T, Li X, Ma Z. (2016) Optimal rates of convergence for noisy sparse phase retrieval via thresholded wirtinger flow Annals of Statistics. 44: 2221-2251 |
| Cai T, Ma Z, Wu Y. (2015) Optimal Estimation and Rank Detection for Sparse Spiked Covariance Matrices. Probability Theory and Related Fields. 161: 781-815 |
| Gao C, Ma Z, Ren Z, et al. (2015) Minimax estimation in sparse canonical correlation analysis Annals of Statistics. 43: 2168-2197 |
| Ma Z, Wu Y. (2015) Computational barriers in minimax submatrix detection Annals of Statistics. 43: 1089-1116 |
| Ma Z, Wu Y. (2015) Volume Ratio, Sparsity, and Minimaxity Under Unitarily Invariant Norms Ieee Transactions On Information Theory. 61: 6939-6956 |
| Cai TT, Low M, Ma Z. (2014) Adaptive Confidence Bands for Nonparametric Regression Functions. Journal of the American Statistical Association. 109: 1054-1070 |
| Yang D, Ma Z, Buja A. (2014) A Sparse Singular Value Decomposition Method for High-Dimensional Data Journal of Computational and Graphical Statistics. 23: 923-942 |
| Cai TT, Ma Z. (2013) Optimal hypothesis testing for high dimensional covariance matrices Bernoulli. 19: 2359-2388 |