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Volumn 102, Issue 10, 2011, Pages 1388-1398

On a model selection problem from high-dimensional sample covariance matrices

Author keywords

Cross validation; High dimensional data; Large sample covariance matrices; Mar enko Pastur distribution; Order selection; Primary; Secondary

Indexed keywords


EID: 79960060259     PISSN: 0047259X     EISSN: 10957243     Source Type: Journal    
DOI: 10.1016/j.jmva.2011.05.005     Document Type: Article
Times cited : (7)

References (9)
  • 2
    • 78650655959 scopus 로고    scopus 로고
    • On estimation of the population spectral distribution from a high-dimensional sample covariance matrix
    • Bai Z.D., Chen J.Q., Yao J.F. On estimation of the population spectral distribution from a high-dimensional sample covariance matrix. Australian & New Zealand J. Statist. 2010, 52:423-437.
    • (2010) Australian & New Zealand J. Statist. , vol.52 , pp. 423-437
    • Bai, Z.D.1    Chen, J.Q.2    Yao, J.F.3
  • 3
    • 78650475127 scopus 로고    scopus 로고
    • Concentration inequalities for the spectral measure of random matrices
    • Delyon B. Concentration inequalities for the spectral measure of random matrices. Electron. Commun. Probab. 2010, 15:549-562.
    • (2010) Electron. Commun. Probab. , vol.15 , pp. 549-562
    • Delyon, B.1
  • 4
    • 62349116164 scopus 로고    scopus 로고
    • Spectrum estimation for large dimensional covariance matrices using random matrix theory
    • El Karoui N. Spectrum estimation for large dimensional covariance matrices using random matrix theory. Ann. Statist. 2008, 36(6):2757-2790.
    • (2008) Ann. Statist. , vol.36 , Issue.6 , pp. 2757-2790
    • El Karoui, N.1
  • 5
    • 0035641726 scopus 로고    scopus 로고
    • On the distribution of the largest eigenvalue in principal components analysis
    • Johnstone I. On the distribution of the largest eigenvalue in principal components analysis. Ann. Statistics 2001, 29(2):295-327.
    • (2001) Ann. Statistics , vol.29 , Issue.2 , pp. 295-327
    • Johnstone, I.1
  • 6
    • 0000263234 scopus 로고
    • Distribution of eigenvalues for some sets of random matrices
    • Marčenko V.A., Pastur L.A. Distribution of eigenvalues for some sets of random matrices. Math. USSR-Sb 1967, 1:457-483.
    • (1967) Math. USSR-Sb , vol.1 , pp. 457-483
    • Marčenko, V.A.1    Pastur, L.A.2
  • 7
    • 46749119703 scopus 로고    scopus 로고
    • Statistical eigen-inference from large Wishart matrices
    • Raj Rao N., Mingo James A., Speicher Roland, Edelman Alan Statistical eigen-inference from large Wishart matrices. Ann. Statist. 2008, 36(6):2850-2885.
    • (2008) Ann. Statist. , vol.36 , Issue.6 , pp. 2850-2885
    • Raj Rao, N.1    Mingo, J.A.2    Speicher, R.3    Edelman, A.4
  • 8
    • 58149320175 scopus 로고
    • Analysis of the limiting spectral distribution of large-dimensional random matrices
    • Silverstein Jack W., Choi Sang-Il Analysis of the limiting spectral distribution of large-dimensional random matrices. J. Multivariate Anal. 1995, 54(2):295-309.
    • (1995) J. Multivariate Anal. , vol.54 , Issue.2 , pp. 295-309
    • Silverstein, J.W.1    Choi, S.-I.2
  • 9
    • 0004073954 scopus 로고
    • Americain Mathematical Society, New York
    • Szegö G. Orthogonal Polynomials 1959, Americain Mathematical Society, New York.
    • (1959) Orthogonal Polynomials
    • Szegö, G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.