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Sample correlation matrices are employed ubiquitously in statistics.
High-dimensional MVDR beamforming: Optimized solutions based on spiked random matrix models
Yang, L., M. R. McKay, and R. Couillet (2018) · 1947
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Convergence of Probability Measures
Billingsley, P. (1968) · 1968
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On the distribution of the largest eigenvalue in principal components analysis
Johnstone, I. M. (2001) · 2001
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Multichannel detection of Gaussian signals with uncalibrated receivers
Leshem, A. and A.-J. van der Veen (2001) · 2001
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A random matrix approach to cross-correlations in financial data
Plerou, V., P. Gopikrishnan, B. Rosenow, L. Amaral, T. Guhr, and H. Stanley (2002) · 2002
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CLT for linear spectral statistics of large-dimensional sample covariance matrices
Bai, Z. D. and J. W. Silverstein (2004) · 2004
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Phase transition of the largest eigenvalue for nonnull complex sample covariance matrices
Baik, J., G. Ben Arous, and S. Péché (2005) · 2005
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Eigenvalues of large sample covariance matrices of spiked population models
Baik, J. and J. W. Silverstein (2006) · 2006
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The limiting distributions of eigenvalues of sample correlation matrices
Jiang, T. (2004b) · 2007
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Asymptotics of sample eigenstructure for a large dimensional spiked covariance model
Paul, D. (2007) · 2007
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Central limit theorems for eigenvalues in a spiked population model
Bai, Z. and J.-F. Yao (2008) · 2008
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Spectral Analysis of Large Dimensional Random Matrices (2nd ed.)
Bai, Z. D. and J. Silverstein (2009) · 2009
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Performance analysis of some eigen-based hypothesis tests for collaborative sensing
Bianchi, P., J. Najim, M. Maida, and M. Debbah (2009) · 2009
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The largest eigenvalues of finite rank deformation of large Wigner matrices: Convergence and nonuniversality of the fluctuations
Capitaine, M., C. Donati-Martin, and D. Féral (2009) · 2009
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Concentration of measure and spectra of random matrices: Applications to correlation matrices, elliptical distributions and beyond
El Karoui, N. (2009) · 2009
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Almost sure limit of the smallest eigenvalue of some sample correlation matrices
Xiao, H. and W. Zhou (2010) · 2010
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The eigenvalues and eigenvectors of finite, low rank perturbations of large random matrices
Benaych-Georges, F. and R. R. Nadakuditi (2011) · 2011
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Limiting laws of coherence of random matrices with applications to testing covariance structure and construction of compressed sensing matrices
Cai, T. T. and T. Jiang (2011) · 2011
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High-dimensional inference with the generalized Hopfield model: Principal component analysis and corrections
Cocco, S., R. Monasson, and V. Sessak (2011) · 2011
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Fluctuations of spiked random matrix models and failure diagnosis in sensor networks
Couillet, R. and W. Hachem (2013) · 2013
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A subspace estimator for fixed rank perturbations of large random matrices
Hachem, W., P. Loubaton, X. Mestre, J. Najim, and P. Vallet (2013) · 2013
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A new user similarity model to improve the accuracy of collaborative filtering
Liu, H., Z. Hu, A. Mian, H. Tian, and X. Zhu (2014) · 2014
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Statistical linkage analysis of substitutions in patient-derived sequences of genotype 1a Hepatitis C virus nonstructural protein 3 exposes targets for immunogen design
Quadeer, A. A., R. H. Y. Louie, K. Shekhar, A. K. Chakraborty, I.-M. Hsing, and M. R. McKay (2014) · 2014
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Performance analysis of an improved MUSIC DoA estimator
Vallet, P., X. Mestre, and P. Loubaton (2015) · 2015
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Random Matrix Methods for Wireless Communications
Couillet, R. and M. Debbah (2011) · 2011
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Coordinate linkage of HIV evolution reveals regions of immunological vulnerability
Dahirel, V., K. Shekhar, F. Pereyra, T. Miura, M. Artyomov, S. Talsania, T. M. Allen, M. Altfeld, M. N. Carrington, D. J. Irvine, B. D. Walker, and A. K. Chakraborty (2011) · 2011
Cited alongside, same era.
Large-scale correlation screening
Hero, A. and B. Rajaratnam (2011) · 2011
Cited alongside, same era.
Tracy-Widom law for the extreme eigenvalues of sample correlation matrices
Bao, Z., G. Pan, and W. Zhou (2012) · 2012
Cited alongside, same era.
Phase transition in limiting distributions of coherence of high-dimensional random matrices
Cai, T. T. and T. Jiang (2012) · 2012
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Hub discovery in partial correlation graphs
Hero, A. and B. Rajaratnam (2012) · 2012
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Edge universality of correlation matrices
Pillai, N. S. and J. Yin (2012) · 2012
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Large Sample Covariance Matrices and High-Dimensional Data Analysis
Yao, J., S. Zheng, and Z. Bai (2015) · 2015
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On the principal components of sample covariance matrices
Bloemendal, A., A. Knowles, H.-T. Yau, and J. Yin (2016) · 2016
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A hybrid recommendation technique optimized by dimension reduction
Ruan, D., T. Meng, and K. Gao (2016) · 2016
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High dimensional correlation matrices: The central limit theorem and its applications
Gao, J., X. Han, G. Pan, and Y. Yang (2017) · 2017
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Correlation tests and linear spectral statistics of the sample correlation matrix
Mestre, X. and P. Vallet (2017) · 2017
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Notes on asymptotics of sample eigenstructure for spiked models with non-Gaussian data
Johnstone, I. M. and J. Yang (2018) · 2018
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Co-evolution networks of HIV/HCV are modular with direct association to structure and function
Quadeer, A. A., D. Morales-Jimenez, and M. R. McKay (2018) · 2018
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A geometric approach to multiple-channel signal detection
Cochran, D., H. Gish, and D. Sinno (1995) · 2057
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