Statistical inference for principal components of spiked covariance matrices
Author:
Affiliation:
1. Department of Mathematics, Hong Kong University of Science and Technology
2. Department of Statistics, University of California, Davis
Publisher
Institute of Mathematical Statistics
Subject
Statistics, Probability and Uncertainty,Statistics and Probability
Reference82 articles.
1. Féral, D. and Péché, S. (2007). The largest eigenvalue of rank one deformation of large Wigner matrices. Comm. Math. Phys. 272 185–228.
2. Péché, S. (2006). The largest eigenvalue of small rank perturbations of Hermitian random matrices. Probab. Theory Related Fields 134 127–173.
3. ANDERSON, T. W. (2003). An Introduction to Multivariate Statistical Analysis, 3rd ed. Wiley Series in Probability and Statistics. Wiley, Hoboken, NJ.
4. AVELLANEDA, M., HEALY, B., PAPANICOLAOU, A., PAPANICOLAOU, G. and XU, T. (2020). Principal Eigenportfolios for U.S. Equities. Available at SSRN.
5. BAI, J. and NG, S. (2006). Evaluating latent and observed factors in macroeconomics and finance. J. Econometrics 131 507–537.
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