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Zongming Ma - Publications

Affiliations: 
Statistics University of Pennsylvania, Philadelphia, PA, United States 
Area:
Statistics
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14 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2017 Kennedy EH, Ma Z, McHugh MD, Small DS. Nonparametric methods for doubly robust estimation of continuous treatment effects. Journal of the Royal Statistical Society. Series B, Statistical Methodology. 79: 1229-1245. PMID 28989320 DOI: 10.1111/Rssb.12212  0.317
2017 Gao C, Ma Z, Zhou HH. Sparse CCA: Adaptive estimation and computational barriers Annals of Statistics. 45: 2074-2101. DOI: 10.1214/16-Aos1519  0.423
2016 Tony Cai T, Li X, Ma Z. Optimal rates of convergence for noisy sparse phase retrieval via thresholded wirtinger flow Annals of Statistics. 44: 2221-2251. DOI: 10.1214/16-Aos1443  0.357
2015 Cai T, Ma Z, Wu Y. Optimal Estimation and Rank Detection for Sparse Spiked Covariance Matrices. Probability Theory and Related Fields. 161: 781-815. PMID 26257453 DOI: 10.1007/S00440-014-0562-Z  0.395
2015 Gao C, Ma Z, Ren Z, Zhou HH. Minimax estimation in sparse canonical correlation analysis Annals of Statistics. 43: 2168-2197. DOI: 10.1214/15-Aos1332  0.411
2015 Ma Z, Wu Y. Computational barriers in minimax submatrix detection Annals of Statistics. 43: 1089-1116. DOI: 10.1214/14-Aos1300  0.333
2015 Ma Z, Wu Y. Volume Ratio, Sparsity, and Minimaxity Under Unitarily Invariant Norms Ieee Transactions On Information Theory. 61: 6939-6956. DOI: 10.1109/Tit.2015.2487541  0.399
2014 Cai TT, Low M, Ma Z. Adaptive Confidence Bands for Nonparametric Regression Functions. Journal of the American Statistical Association. 109: 1054-1070. PMID 26269661 DOI: 10.1080/01621459.2013.879260  0.319
2014 Yang D, Ma Z, Buja A. A Sparse Singular Value Decomposition Method for High-Dimensional Data Journal of Computational and Graphical Statistics. 23: 923-942. DOI: 10.1080/10618600.2013.858632  0.312
2013 Cai TT, Ma Z. Optimal hypothesis testing for high dimensional covariance matrices Bernoulli. 19: 2359-2388. DOI: 10.3150/12-Bej455  0.325
2013 Cai TT, Ma Z, Wu Y. Sparse PCA: Optimal rates and adaptive estimation Annals of Statistics. 41: 3074-3110. DOI: 10.1214/13-Aos1178  0.402
2013 Ma Z. Sparse principal component analysis and iterative thresholding Annals of Statistics. 41: 772-801. DOI: 10.1214/13-Aos1097  0.381
2012 Johnstone IM, Ma Z. FAST APPROACH TO THE TRACY-WIDOM LAW AT THE EDGE OF GOE AND GUE. The Annals of Applied Probability : An Official Journal of the Institute of Mathematical Statistics. 22: 1962-1988. PMID 23667298 DOI: 10.1214/11-Aap819  0.314
2012 Ma Z. Accuracy of the Tracy-Widom limits for the extreme eigenvalues in white Wishart matrices Bernoulli. 18: 322-359. DOI: 10.3150/10-Bej334  0.323
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