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Elizaveta Levina, Ph.D. - Publications

Affiliations: 
University of California, Berkeley, Berkeley, CA, United States 
Area:
numerical weather prediction, astronomy, genomics
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36 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
2020 Le CM, Levin K, Bickel PJ, Levina E. Comment: Ridge Regression and Regularization of Large Matrices Technometrics. 62: 443-446. DOI: 10.1080/00401706.2020.1796815  0.593
2019 Sripada C, Angstadt M, Rutherford S, Kessler D, Kim Y, Yee M, Levina E. Basic Units of Inter-Individual Variation in Resting State Connectomes. Scientific Reports. 9: 1900. PMID 30760808 DOI: 10.1038/S41598-018-38406-5  0.354
2019 Arroyo Relión JD, Kessler D, Levina E, Taylor SF. Network classification with applications to brain connectomics The Annals of Applied Statistics. 13: 1648-1677. DOI: 10.1214/19-Aoas1252  0.35
2019 Li T, Levina E, Zhu J. Prediction models for network-linked data The Annals of Applied Statistics. 13: 132-164. DOI: 10.1214/18-Aoas1205  0.304
2018 Le CM, Levin K, Levina E. Estimating a network from multiple noisy realizations Electronic Journal of Statistics. 12: 4697-4740. DOI: 10.1214/18-Ejs1521  0.392
2017 Zhang Y, Levina E, Zhu J. Estimating network edge probabilities by neighbourhood smoothing Biometrika. 104: 771-783. DOI: 10.1093/Biomet/Asx042  0.446
2017 Zhao Y, Wu Y, Levina E, Zhu J. Link Prediction for Partially Observed Networks Journal of Computational and Graphical Statistics. 26: 725-733. DOI: 10.1080/10618600.2017.1286243  0.351
2017 Le CM, Levina E, Vershynin R. Concentration and regularization of random graphs Random Structures & Algorithms. 51: 538-561. DOI: 10.1002/Rsa.20713  0.324
2016 Zhang Y, Levina E, Zhu J. Community detection in networks with node features Electronic Journal of Statistics. 10: 3153-3178. DOI: 10.1214/16-Ejs1206  0.378
2016 Le CM, Levina E, Vershynin R. Optimization via low-rank approximation for community detection in networks The Annals of Statistics. 44: 373-400. DOI: 10.1214/15-Aos1360  0.425
2016 Cheng J, Li T, Levina E, Zhu J. High-Dimensional Mixed Graphical Models Journal of Computational and Graphical Statistics. 26: 367-378. DOI: 10.1080/10618600.2016.1237362  0.376
2015 Guo J, Cheng J, Levina E, Michailidis G, Zhu J. ESTIMATING HETEROGENEOUS GRAPHICAL MODELS FOR DISCRETE DATA WITH AN APPLICATION TO ROLL CALL VOTING. The Annals of Applied Statistics. 9: 821-848. PMID 27182289 DOI: 10.1214/13-Aoas700  0.447
2015 Guo J, Levina E, Michailidis G, Zhu J. Graphical Models for Ordinal Data. Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 24: 183-204. PMID 26120267 DOI: 10.1080/10618600.2014.889023  0.427
2015 Bickel PJ, Chen A, Zhao Y, Levina E, Zhu JI. Correction to the proof of consistency of community detection Annals of Statistics. 43: 462-466. DOI: 10.1214/14-Aos1271  0.622
2014 Cheng J, Levina E, Wang P, Zhu J. A sparse Ising model with covariates. Biometrics. 70: 943-53. PMID 25099186 DOI: 10.1111/Biom.12202  0.359
2013 Amini AA, Chen A, Bickel PJ, Levina E. Pseudo-likelihood methods for community detection in large sparse networks Annals of Statistics. 41: 2097-2122. DOI: 10.1214/13-Aos1138  0.68
2012 Bickel PJ, Levina E, Rothman AJ, Zhu J. Comment Statistica Sinica. 22: 1367-1370. DOI: 10.5705/Ss.2010.253  0.56
2012 Zhao Y, Levina E, Zhu J. Consistency of community detection in networks under degree-corrected stochastic block models The Annals of Statistics. 40: 2266-2292. DOI: 10.1214/12-Aos1036  0.414
2012 Levina E, Vershynin R. Partial estimation of covariance matrices Probability Theory and Related Fields. 153: 405-419. DOI: 10.1007/S00440-011-0349-4  0.356
2011 Guo J, Levina E, Michailidis G, Zhu J. Joint estimation of multiple graphical models. Biometrika. 98: 1-15. PMID 23049124 DOI: 10.1093/Biomet/Asq060  0.455
2011 Zhao Y, Levina E, Zhu J. Community extraction for social networks. Proceedings of the National Academy of Sciences of the United States of America. 108: 7321-6. PMID 21502538 DOI: 10.1073/Pnas.1006642108  0.38
2011 Bickel PJ, Chen A, Levina E. The method of moments and degree distributions for network models Annals of Statistics. 39: 2280-2301. DOI: 10.1214/11-Aos904  0.667
2010 Rothman AJ, Levina E, Zhu J. Sparse Multivariate Regression With Covariance Estimation. Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 19: 947-962. PMID 24963268 DOI: 10.1198/Jcgs.2010.09188  0.41
2010 Rothman AJ, Levina E, Zhu J. A new approach to cholesky-based covariance regularization in high dimensions Biometrika. 97: 539-550. DOI: 10.1093/Biomet/Asq022  0.405
2009 Wagaman AS, Levina E. Discovering sparse covariance structures with the isomap Journal of Computational and Graphical Statistics. 49: 551-572. DOI: 10.1198/Jcgs.2009.08021  0.4
2009 Rothman AJ, Levina E, Zhu J. Generalized thresholding of large covariance matrices Journal of the American Statistical Association. 104: 177-186. DOI: 10.1198/Jasa.2009.0101  0.367
2008 Karrer B, Levina E, Newman ME. Robustness of community structure in networks. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 77: 046119. PMID 18517702 DOI: 10.1103/Physreve.77.046119  0.356
2008 Rothman AJ, Bickel PJ, Levina E, Zhu J. Sparse permutation invariant covariance estimation Electronic Journal of Statistics. 2: 494-515. DOI: 10.1214/08-Ejs176  0.604
2008 Bickel PJ, Levina E. Covariance regularization by thresholding Annals of Statistics. 36: 2577-2604. DOI: 10.1214/08-Aos600  0.617
2008 Levina E, Rothman A, Zhu J. Sparse estimation of large covariance matrices via a nested Lasso penalty Annals of Applied Statistics. 2: 245-263. DOI: 10.1214/07-Aoas139  0.424
2008 Bickel PJ, Levina E. Regularized estimation of large covariance matrices Annals of Statistics. 36: 199-227. DOI: 10.1214/009053607000000758  0.594
2008 Katenka N, Levina E, Michailidis G. Robust target localization from binary decisions in wireless sensor networks Technometrics. 50: 448-461. DOI: 10.1198/004017008000000424  0.32
2006 Levina E, Bickel PJ. Texture synthesis and nonparametric resampling of random fields Annals of Statistics. 34: 1751-1773. DOI: 10.1214/009053606000000588  0.54
2005 Levina E, Bickel PJ. Maximum likelihood estimation of intrinsic dimension Advances in Neural Information Processing Systems.  0.539
2004 Bickel PJ, Levina E. Some theory for Fisher's linear discriminant function, 'naive Bayes', and some alternatives when there are many more variables than observations Bernoulli. 10: 989-1010. DOI: 10.3150/Bj/1106314847  0.555
2001 Levina E, Bickel P. The Earth Mover's distance is the Mallows distance: Some insights from statistics Proceedings of the Ieee International Conference On Computer Vision. 2: 251-256.  0.45
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