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List of works by Elizaveta Levina

A sparse Ising model with covariates

scientific article published on 5 August 2014

Basic Units of Inter-Individual Variation in Resting State Connectomes

scientific article published in Scientific Reports

Community extraction for social networks ⬇️

scientific article published on April 18, 2011

Detecting Overlapping Communities in Networks Using Spectral Methods ⬇️

scholarly article from 'arXiv:1412.3432 [stat]' published in 2015

Discussion of “Co-citation and Co-authorship Networks of Statisticians” by Pengsheng Ji, Jiashun Jin, Zheng Tracy Ke, and Wanshan Li

scientific article published in 2022

ESTIMATING HETEROGENEOUS GRAPHICAL MODELS FOR DISCRETE DATA WITH AN APPLICATION TO ROLL CALL VOTING ⬇️

scientific article

Effect of atmospheric interference and sensor noise in retrieval of optically active materials in the ocean by hyperspectral remote sensing

scientific article published in October 2007

Estimating the number of communities in networks by spectral methods ⬇️

scholarly article from 'arXiv:1507.00827 [cs, math, stat]' published in 2019

Graphical Models for Ordinal Data

scientific article

Joint estimation of multiple graphical models ⬇️

scientific article published on February 9, 2011

Matrix means and a novel high-dimensional shrinkage phenomenon

scientific article published in 2022

Maximum Likelihood Estimation of Intrinsic Dimension ⬇️

scientific article published in January 2005

NETWORK CLASSIFICATION WITH APPLICATIONS TO BRAIN CONNECTOMICS

scientific article published on 01 September 2019

Network cross-validation by edge sampling ⬇️

scholarly article from 'Biometrika' published in 2020

Pairwise variable selection for high-dimensional model-based clustering

scientific article published on September 2010

Principal Component Analysis With Sparse Fused Loadings

scientific article published on January 2010

Pseudo-likelihood methods for community detection in large sparse networks ⬇️

scholarly article from 'The Annals of Statistics' published in 2013

Regularized estimation of large covariance matrices

scientific article published in 2008

Robustness of community structure in networks.

scientific article published on 29 April 2008

Some theory for Fisher's linear discriminant function, `naive Bayes', and some alternatives when there are many more variables than observations ⬇️

scholarly article from 'Bernoulli' published in 2004

Sparse Multivariate Regression With Covariance Estimation

scientific article

Structured regression models for high-dimensional spatial spectroscopy data

scientific article published in 2017

The method of moments and degree distributions for network models ⬇️

scholarly article from 'The Annals of Statistics' published in 2011

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