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Volumn 5, Issue 1, 2011, Pages 486-522

Orthogonal simple component analysis: A new, exploratory approach

Author keywords

Orthogonal integer loadings; Simplified principal components

Indexed keywords


EID: 84858306262     PISSN: 19326157     EISSN: 19417330     Source Type: Journal    
DOI: 10.1214/10-AOAS374     Document Type: Article
Times cited : (12)

References (22)
  • 1
    • 31344446168 scopus 로고    scopus 로고
    • Interpretable dimension reduction
    • Chipman, H. A. and Gu, H. (2005). Interpretable dimension reduction. J. Appl. Statist. 32 969-987.
    • (2005) J. Appl. Statist , vol.32 , pp. 969-987
    • Chipman, H.A.1    Gu, H.2
  • 2
    • 34548514458 scopus 로고    scopus 로고
    • A direct formulation for sparse PCA using semidefinite programming
    • D'Aspremont, A., El Ghaoui, L., Jordan, M. I. and Lanckriet, G. R. G. (2007). A direct formulation for sparse PCA using semidefinite programming. SIAM Rev. 49 434-448.
    • (2007) SIAM Rev , vol.49 , pp. 434-448
    • D'Aspremont, A.1    El Ghaoui, L.2    Jordan, M.I.3    Lanckriet, G.R.G.4
  • 3
    • 0031555842 scopus 로고    scopus 로고
    • Some methods for generating both an NT-net and the uniform distribution on a Stiefel manifold and their applications
    • Fang, K.-T. and Li, R.-Z. (1997). Some methods for generating both an NT-net and the uniform distribution on a Stiefel manifold and their applications. Comput. Statist. Data Anal. 24 29-46.
    • (1997) Comput. Statist. Data Anal , vol.24 , pp. 29-46
    • Fang, K.-T.1    Li, R.-Z.2
  • 4
    • 70449517492 scopus 로고    scopus 로고
    • An exact approach to sparse principal component analysis
    • Farcomeni, A. (2009). An exact approach to sparse principal component analysis. Comput. Statist. 24 583-604.
    • (2009) Comput. Statist , vol.24 , pp. 583-604
    • Farcomeni, A.1
  • 5
    • 1342331599 scopus 로고    scopus 로고
    • Criteria for evaluating dimension-reducing components for multivariate data
    • Gervini, D. and Rousson, V. (2004). Criteria for evaluating dimension-reducing components for multivariate data. Amer. Statist. 58 72-76.
    • (2004) Amer. Statist , vol.58 , pp. 72-76
    • Gervini, D.1    Rousson, V.2
  • 7
    • 0000118166 scopus 로고
    • Two case studies in the application of principal component analysis
    • Jeffers, J. N. R. (1967). Two case studies in the application of principal component analysis. Appl. Statist. 16 225-236.
    • (1967) Appl. Statist , vol.16 , pp. 225-236
    • Jeffers, J.N.R.1
  • 9
  • 10
    • 0032183760 scopus 로고    scopus 로고
    • A semidiscrete matrix decomposition for latent semantic indexing in information retrieval
    • Kolda, T. G. and O'Leary, D. P. (1998). A semidiscrete matrix decomposition for latent semantic indexing in information retrieval. ACM Trans. Inform. Syst. 16 322-346.
    • (1998) ACM Trans. Inform. Syst , vol.16 , pp. 322-346
    • Kolda, T.G.1    O'Leary, D.P.2
  • 11
    • 0036012349 scopus 로고    scopus 로고
    • Plaid models for gene expression data
    • Lazzeroni, L. and Owen, A. (2002). Plaid models for gene expression data. Statist. Sinica 12 61-86.
    • (2002) Statist. Sinica , vol.12 , pp. 61-86
    • Lazzeroni, L.1    Owen, A.2
  • 12
    • 0033592606 scopus 로고    scopus 로고
    • Learning the parts of objects by non-negative matrix factorization
    • Lee, D. D. and Seung, H. S. (1999). Learning the parts of objects by non-negative matrix factorization. Nature 401 788-791.
    • (1999) Nature , vol.401 , pp. 788-791
    • Lee, D.D.1    Seung, H.S.2
  • 14
    • 29544438456 scopus 로고    scopus 로고
    • A penalized likelihood approach to rotation of principal components
    • Park, T. (2005). A penalized likelihood approach to rotation of principal components. J. Comput. Graph. Statist. 14 867-888.
    • (2005) J. Comput. Graph. Statist , vol.14 , pp. 867-888
    • Park, T.1
  • 16
    • 4644264519 scopus 로고    scopus 로고
    • Simple component analysis
    • Rousson, V. and Gasser, T. (2004). Simple component analysis. Appl. Statist. 53 539-555.
    • (2004) Appl. Statist , vol.53 , pp. 539-555
    • Rousson, V.1    Gasser, T.2
  • 19
    • 0001832996 scopus 로고    scopus 로고
    • Assessment of blood volume flow in the uterine artery: The influence of arterial distensibility and waveform abnormality
    • Thompson, M. O., Vines, S. K. and Harrington, K. (1999). Assessment of blood volume flow in the uterine artery: The influence of arterial distensibility and waveform abnormality. Ultrasound in Obstetrics and Gynecology 14 71.
    • (1999) Ultrasound in Obstetrics and Gynecology , vol.14 , pp. 71
    • Thompson, M.O.1    Vines, S.K.2    Harrington, K.3
  • 20
    • 33947616780 scopus 로고    scopus 로고
    • DALASS: Variable selection in discriminant Analysis via the LASSO
    • Trendafilov, N. T. and Jolliffe, I. T. (2007). DALASS: Variable selection in discriminant Analysis via the LASSO. Comput. Statist. Data Anal. 51 3718-3736.
    • (2007) Comput. Statist. Data Anal , vol.51 , pp. 3718-3736
    • Trendafilov, N.T.1    Jolliffe, I.T.2
  • 21
    • 0034354646 scopus 로고    scopus 로고
    • Simple principal components
    • Vines, S. K. (2000). Simple principal components. Appl. Statist. 49 441-451.
    • (2000) Appl. Statist , vol.49 , pp. 441-451
    • Vines, S.K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.