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Elizaveta Levina, Ph.D. - Publications

Affiliations: 
University of California, Berkeley, Berkeley, CA 
Area:
numerical weather prediction, astronomy, genomics
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34 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
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  0.32
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  1
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  1
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 Annals of Applied Statistics. 9: 821-848. DOI: 10.1214/13-AOAS700  1
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  1
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  1
2013 Katenka N, Levina E, Michailidis G. Tracking multiple targets using binary decisions from wireless sensor networks Journal of the American Statistical Association. 108: 398-410. DOI: 10.1080/01621459.2013.770284  1
2012 Bickel PJ, Levina E, Rothman AJ, Zhu J. Comment Statistica Sinica. 22: 1367-1370. DOI: 10.5705/ss.2010.253  1
2012 Levin IM, Levina EI. Errors in the retrieval of oceanic concentrations of optically active materials from multispectral sensor signals by observations through atmospheric layer Izvestiya - Atmospheric and Ocean Physics. 48: 544-551. DOI: 10.1134/S0001433812050064  1
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  1
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  1
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  1
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  1
2010 Guo J, James G, Levina E, Michailidis G, Zhu J. Principal Component Analysis With Sparse Fused Loadings. Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 19: 930-946. PMID 25878487 DOI: 10.1198/jcgs.2010.08127  1
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  1
2010 Guo J, Levina E, Michailidis G, Zhu J. Pairwise variable selection for high-dimensional model-based clustering. Biometrics. 66: 793-804. PMID 19912170 DOI: 10.1111/j.1541-0420.2009.01341.x  1
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  1
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  1
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  1
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  1
2008 Bickel PJ, Levina E. Covariance regularization by thresholding Annals of Statistics. 36: 2577-2604. DOI: 10.1214/08-AOS600  1
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  1
2008 Bickel PJ, Levina E. Regularized estimation of large covariance matrices Annals of Statistics. 36: 199-227. DOI: 10.1214/009053607000000758  1
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  1
2008 Zhang M, Levina E, Djurdjanovic D, Ni J. Estimating distributions of surface parameters for classification purposes Journal of Manufacturing Science and Engineering, Transactions of the Asme. 130: 0310101-0310109. DOI: 10.1115/1.2844588  1
2008 Katenka N, Levina E, Michailidis G. Local vote decision fusion for target detection in wireless sensor networks Ieee Transactions On Signal Processing. 56: 329-338. DOI: 10.1109/TSP.2007.900165  1
2007 Levin IM, Levina E. Effect of atmospheric interference and sensor noise in retrieval of optically active materials in the ocean by hyperspectral remote sensing. Applied Optics. 46: 6896-906. PMID 17906716 DOI: 10.1364/AO.46.006896  1
2007 Levina E, Wagaman AS, Callender AF, Mandair GS, Morris MD. Estimating the number of pure chemical components in a mixture by maximum likelihood Journal of Chemometrics. 21: 24-34. DOI: 10.1002/cem.1027  1
2006 Levina E, Bickel PJ. Texture synthesis and nonparametric resampling of random fields Annals of Statistics. 34: 1751-1773. DOI: 10.1214/009053606000000588  1
2005 Levin I, Levina E, Gilbert G, Stewart S. Role of sensor noise in hyperspectral remote sensing of natural waters: Application to retrieval of phytoplankton pigments Remote Sensing of Environment. 95: 264-271. DOI: 10.1016/j.rse.2005.01.001  1
2005 Levin IM, Levina EI, Gilbert GD, Stewart SE. Optimal algorithm for remote determination of optically active substances in the ocean with a multichannel spectrometer Izvestiya - Atmospheric and Ocean Physics. 41: 632-640.  1
2005 Levina E, Bickel PJ. Maximum likelihood estimation of intrinsic dimension Advances in Neural Information Processing Systems.  1
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  1
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.  1
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