Z. Bai and J. Yao, Central limit theorems for eigenvalues in a spiked population model, Annales de l'Institut Henri Poincare (B) Probability and Statistics, vol.44, issue.3, pp.447-474, 2008.
DOI : 10.1214/07-AIHP118

URL : https://hal.archives-ouvertes.fr/hal-00129331

Z. D. Bai, METHODOLOGIES IN SPECTRAL ANALYSIS OF LARGE DIMENSIONAL RANDOM MATRICES, A REVIEW, Advances in Statistics, pp.611-677, 1999.
DOI : 10.1142/9789812793096_0015

Z. D. Bai and J. W. Silverstein, No eigenvalues outside the support of the limiting spectral distribution of large-dimensional sample covariance matrices, The Annals of Probability, vol.26, issue.1, pp.316-345, 1998.
DOI : 10.1214/aop/1022855421

Z. D. Bai and J. W. Silverstein, Exact separation of eigenvalues of large-dimensional sample covariance matrices, Ann. Probab, vol.27, issue.3, pp.1536-1555, 1999.

J. Baik, G. B. Arous, and S. Péché, Phase transition of the largest eigenvalue for nonnull complex sample covariance matrices, The Annals of Probability, vol.33, issue.5, pp.1643-1697, 2005.
DOI : 10.1214/009117905000000233

J. Baik and J. W. Silverstein, Eigenvalues of large sample covariance matrices of spiked population models, Journal of Multivariate Analysis, vol.97, issue.6, pp.1382-1408, 2006.
DOI : 10.1016/j.jmva.2005.08.003

F. Benaych-georges, A. Guionnet, and M. Ma¨?dama¨?da, Fluctuations of the Extreme Eigenvalues of Finite Rank Deformations of Random Matrices, Electronic Journal of Probability, vol.16, issue.0, pp.1621-1662, 2011.
DOI : 10.1214/EJP.v16-929

URL : https://hal.archives-ouvertes.fr/hal-00505497

F. Benaych-georges and R. R. Nadakuditi, The eigenvalues and eigenvectors of finite, low rank perturbations of large random matrices, Advances in Mathematics, vol.227, issue.1, pp.494-521, 2011.
DOI : 10.1016/j.aim.2011.02.007

URL : https://hal.archives-ouvertes.fr/hal-00423593

F. Benaych-georges and R. R. Nadakuditi, The singular values and vectors of low rank perturbations of large rectangular random matrices, Journal of Multivariate Analysis, vol.111, pp.295-309, 2012.
DOI : 10.1016/j.jmva.2012.04.019

URL : https://hal.archives-ouvertes.fr/hal-00575203

V. Bolotnikov, On a general moment problem on the half axis, Linear Algebra and its Applications, vol.255, issue.1-3, pp.57-112, 1997.
DOI : 10.1016/S0024-3795(95)00786-5

M. Capitaine, C. Donati-martin, and D. Féral, The largest eigenvalues of finite rank deformation of large Wigner matrices: Convergence and nonuniversality of the fluctuations, The Annals of Probability, vol.37, issue.1, pp.1-47, 2009.
DOI : 10.1214/08-AOP394

URL : https://hal.archives-ouvertes.fr/hal-00939972

M. Capitaine, C. Donati-martin, and D. Féral, Central limit theorems for eigenvalues of deformations of Wigner matrices, Annales de l'Institut Henri Poincar??, Probabilit??s et Statistiques, vol.48, issue.1, pp.107-133, 2012.
DOI : 10.1214/10-AIHP410

URL : https://hal.archives-ouvertes.fr/hal-00371203

L. H. Chen, An inequality for the multivariate normal distribution, Journal of Multivariate Analysis, vol.12, issue.2, pp.306-315, 1982.
DOI : 10.1016/0047-259X(82)90022-7

R. Couillet and W. Hachem, Fluctuations of Spiked Random Matrix Models and Failure Diagnosis in Sensor Networks, IEEE Transactions on Information Theory, vol.59, issue.1, 2012.
DOI : 10.1109/TIT.2012.2218572

URL : https://hal.archives-ouvertes.fr/hal-00830228

F. Gesztesy and E. Tsekanovskii, On Matrix-Valued Herglotz Functions, Mathematische Nachrichten, vol.115, issue.5, pp.61-138, 2000.
DOI : 10.1002/1522-2616(200010)218:1<61::AID-MANA61>3.0.CO;2-D

V. L. Girko, Theory of random determinants, volume 45 of Mathematics and its Applications (Soviet Series), 1990.

U. Haagerup and S. Thorbjørnsen, )) is not a group, Annals of Mathematics, vol.162, issue.2, pp.711-775, 2005.
DOI : 10.4007/annals.2005.162.711

W. Hachem, O. Khorunzhy, P. Loubaton, J. Najim, and L. Pastur, A New Approach for Mutual Information Analysis of Large Dimensional Multi-Antenna Channels, IEEE Transactions on Information Theory, vol.54, issue.9, pp.3987-4004, 2008.
DOI : 10.1109/TIT.2008.928229

URL : https://hal.archives-ouvertes.fr/hal-00120482

W. Hachem, P. Loubaton, X. Mestre, J. Najim, and P. Vallet, Large information plus noise random matrix models and consistent subspace estimation in large sensor networks ArXiv preprint arXiv, To be published in Random Matrices: Theory and Applications, pp.1106-5119, 2011.

W. Hachem, P. Loubaton, X. Mestre, J. Najim, and P. Vallet, A subspace estimator for fixed rank perturbations of large random matrices ArXiv preprint arXiv, pp.1106-1497, 2011.

W. Hachem, P. Loubaton, J. Najim, and P. Vallet, On bilinear forms based on the resolvent of large random matrices, Annales de l'Institut Henri Poincar??, Probabilit??s et Statistiques, vol.49, issue.1, 2012.
DOI : 10.1214/11-AIHP450

URL : https://hal.archives-ouvertes.fr/hal-00474126

W. Hachem, . Ph, J. Loubaton, and . Najim, Deterministic equivalents for certain functionals of large random matrices, The Annals of Applied Probability, vol.17, issue.3, pp.875-930, 2007.
DOI : 10.1214/105051606000000925

URL : https://hal.archives-ouvertes.fr/hal-00014668

I. M. Johnstone, components analysis, The Annals of Statistics, vol.29, issue.2, pp.295-327, 2001.
DOI : 10.1214/aos/1009210544

A. M. Khorunzhy and L. A. Pastur, Limits of infinite interaction radius, dimensionality and the number of components for random operators with off-diagonal randomness, Communications in Mathematical Physics, vol.53, issue.3, pp.605-646, 1993.
DOI : 10.1007/BF02096955

M. G. Kre?-in, A. A. Nudel, ?. Man, and R. I. , The Markov moment problem and extremal problems Ideas and problems of P. L. ? Ceby?ev and A. A. Markov and their further development, 1977.

V. A. Mar?enko and L. A. Pastur, Distribution of eigenvalues in certain sets of random matrices, Mat. Sb. (N.S.), issue.114, pp.72507-536, 1967.

X. Mestre, Improved Estimation of Eigenvalues and Eigenvectors of Covariance Matrices Using Their Sample Estimates, IEEE Transactions on Information Theory, vol.54, issue.11, pp.5113-5129, 2008.
DOI : 10.1109/TIT.2008.929938

X. Mestre, On the Asymptotic Behavior of the Sample Estimates of Eigenvalues and Eigenvectors of Covariance Matrices, IEEE Transactions on Signal Processing, vol.56, issue.11, pp.5353-5368, 2008.
DOI : 10.1109/TSP.2008.929662

T. Naes, T. Isaksson, T. Fearn, and T. Davies, A User-Friendly Guide to Multivariate Calibration and Classification, 2002.

L. A. Pastur, A. M. Khorunzhi?, and V. Yu, Vasil ? chuk. On an asymptotic property of the spectrum of the sum of one-dimensional independent random operators, Dopov. Nats. Akad. Nauk Ukra¨?niUkra¨?ni, issue.2, pp.27-30, 1995.

L. A. Pastur and M. Shcherbina, Eigenvalue distribution of large random matrices, volume 171 of Mathematical Surveys and Monographs, 2011.

D. Paul, Asymptotics of sample eigenstructure for a large dimensional spiked covariance model, Statist. Sinica, vol.17, issue.4, pp.1617-1642, 2007.

S. Péché, The largest eigenvalue of small rank perturbations of Hermitian random matrices. Probab. Theory Related Fields, pp.127-173, 2006.

M. Potters, J. Bouchaud, and L. Laloux, Financial applications of random matrix theory: Old laces and new pieces, Proceedings of the Cracow conference on " Applications of Random Matrix Theory to Economy and Other Complex Systems, 2005.

J. W. Silverstein, Strong Convergence of the Empirical Distribution of Eigenvalues of Large Dimensional Random Matrices, Journal of Multivariate Analysis, vol.55, issue.2, pp.331-339, 1995.
DOI : 10.1006/jmva.1995.1083

J. W. Silverstein and Z. D. Bai, On the Empirical Distribution of Eigenvalues of a Class of Large Dimensional Random Matrices, Journal of Multivariate Analysis, vol.54, issue.2, pp.175-192, 1995.
DOI : 10.1006/jmva.1995.1051

W. Jack, S. Silverstein, and . Choi, Analysis of the limiting spectral distribution of largedimensional random matrices, J. Multivariate Anal, vol.54, issue.2, pp.295-309, 1995.

D. Tse and P. Viswanath, Fundamentals of wireless communication, 2005.
DOI : 10.1017/CBO9780511807213

P. Vallet, P. Loubaton, and X. Mestre, Improved Subspace Estimation for Multivariate Observations of High Dimension: The Deterministic Signals Case, IEEE Transactions on Information Theory, vol.58, issue.2, pp.1043-1068, 2012.
DOI : 10.1109/TIT.2011.2173718

URL : https://hal.archives-ouvertes.fr/hal-00692662

J. Vinogradova, R. Couillet, and W. Hachem, Statistical inference in large antenna arrays under unknown noise pattern. ArXiv preprint, 2012.